Instructions to use beezza/tmp3 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use beezza/tmp3 with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("unsloth/gemma-4-e2b-it-unsloth-bnb-4bit") model = PeftModel.from_pretrained(base_model, "beezza/tmp3") - Transformers
How to use beezza/tmp3 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="beezza/tmp3") messages = [ {"role": "user", "content": "Who are you?"}, ] pipe(messages)# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("beezza/tmp3", dtype="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps
- vLLM
How to use beezza/tmp3 with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "beezza/tmp3" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "beezza/tmp3", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/beezza/tmp3
- SGLang
How to use beezza/tmp3 with SGLang:
Install from pip and serve model
# Install SGLang from pip: pip install sglang # Start the SGLang server: python3 -m sglang.launch_server \ --model-path "beezza/tmp3" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "beezza/tmp3", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker images
docker run --gpus all \ --shm-size 32g \ -p 30000:30000 \ -v ~/.cache/huggingface:/root/.cache/huggingface \ --env "HF_TOKEN=<secret>" \ --ipc=host \ lmsysorg/sglang:latest \ python3 -m sglang.launch_server \ --model-path "beezza/tmp3" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "beezza/tmp3", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }' - Unsloth Studio new
How to use beezza/tmp3 with Unsloth Studio:
Install Unsloth Studio (macOS, Linux, WSL)
curl -fsSL https://unsloth.ai/install.sh | sh # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for beezza/tmp3 to start chatting
Install Unsloth Studio (Windows)
irm https://unsloth.ai/install.ps1 | iex # Run unsloth studio unsloth studio -H 0.0.0.0 -p 8888 # Then open http://localhost:8888 in your browser # Search for beezza/tmp3 to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for beezza/tmp3 to start chatting
Load model with FastModel
pip install unsloth from unsloth import FastModel model, tokenizer = FastModel.from_pretrained( model_name="beezza/tmp3", max_seq_length=2048, ) - Docker Model Runner
How to use beezza/tmp3 with Docker Model Runner:
docker model run hf.co/beezza/tmp3
Invalid JSON:Unexpected token 'N', ..."ad_norm": NaN,
"... is not valid JSON
| { | |
| "best_global_step": null, | |
| "best_metric": null, | |
| "best_model_checkpoint": null, | |
| "epoch": 1.935483870967742, | |
| "eval_steps": 30, | |
| "global_step": 240, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.008064516129032258, | |
| "grad_norm": NaN, | |
| "learning_rate": 0.0, | |
| "loss": 3.4369091987609863, | |
| "num_input_tokens_seen": 3376, | |
| "step": 1, | |
| "train_runtime": 39.4836, | |
| "train_tokens_per_second": 85.504 | |
| }, | |
| { | |
| "epoch": 0.016129032258064516, | |
| "grad_norm": 26.560325622558594, | |
| "learning_rate": 0.0, | |
| "loss": 3.346249580383301, | |
| "num_input_tokens_seen": 6750, | |
| "step": 2, | |
| "train_runtime": 45.351, | |
| "train_tokens_per_second": 148.839 | |
| }, | |
| { | |
| "epoch": 0.024193548387096774, | |
| "grad_norm": 26.696680068969727, | |
| "learning_rate": 4e-05, | |
| "loss": 3.3645849227905273, | |
| "num_input_tokens_seen": 10132, | |
| "step": 3, | |
| "train_runtime": 50.5353, | |
| "train_tokens_per_second": 200.493 | |
| }, | |
| { | |
| "epoch": 0.03225806451612903, | |
| "grad_norm": 11.073655128479004, | |
| "learning_rate": 8e-05, | |
| "loss": 2.3441145420074463, | |
| "num_input_tokens_seen": 13496, | |
| "step": 4, | |
| "train_runtime": 55.9224, | |
| "train_tokens_per_second": 241.334 | |
| }, | |
| { | |
| "epoch": 0.04032258064516129, | |
| "grad_norm": 5.371010780334473, | |
| "learning_rate": 0.00012, | |
| "loss": 1.8813656568527222, | |
| "num_input_tokens_seen": 16978, | |
| "step": 5, | |
| "train_runtime": 61.2789, | |
| "train_tokens_per_second": 277.061 | |
| }, | |
| { | |
| "epoch": 0.04838709677419355, | |
| "grad_norm": 2.7816290855407715, | |
| "learning_rate": 0.00016, | |
| "loss": 1.4953795671463013, | |
| "num_input_tokens_seen": 20170, | |
| "step": 6, | |
| "train_runtime": 66.1452, | |
| "train_tokens_per_second": 304.935 | |
| }, | |
| { | |
| "epoch": 0.056451612903225805, | |
| "grad_norm": 2.539138078689575, | |
| "learning_rate": 0.0002, | |
| "loss": 1.3141508102416992, | |
| "num_input_tokens_seen": 23566, | |
| "step": 7, | |
| "train_runtime": 71.1819, | |
| "train_tokens_per_second": 331.067 | |
| }, | |
| { | |
| "epoch": 0.06451612903225806, | |
| "grad_norm": 2.33978009223938, | |
| "learning_rate": 0.00019999967645432384, | |
| "loss": 1.2497824430465698, | |
| "num_input_tokens_seen": 26930, | |
| "step": 8, | |
| "train_runtime": 75.9867, | |
| "train_tokens_per_second": 354.404 | |
| }, | |
| { | |
| "epoch": 0.07258064516129033, | |
| "grad_norm": 1.5424915552139282, | |
| "learning_rate": 0.00019999870581938894, | |
| "loss": 1.093822956085205, | |
| "num_input_tokens_seen": 30108, | |
| "step": 9, | |
| "train_runtime": 80.6039, | |
| "train_tokens_per_second": 373.53 | |
| }, | |
| { | |
| "epoch": 0.08064516129032258, | |
| "grad_norm": 1.7023719549179077, | |
| "learning_rate": 0.0001999970881014762, | |
| "loss": 1.075514793395996, | |
| "num_input_tokens_seen": 33254, | |
| "step": 10, | |
| "train_runtime": 84.9993, | |
| "train_tokens_per_second": 391.227 | |
| }, | |
| { | |
| "epoch": 0.08870967741935484, | |
| "grad_norm": 1.1276626586914062, | |
| "learning_rate": 0.00019999482331105377, | |
| "loss": 1.0134414434432983, | |
| "num_input_tokens_seen": 36458, | |
| "step": 11, | |
| "train_runtime": 89.4147, | |
| "train_tokens_per_second": 407.74 | |
| }, | |
| { | |
| "epoch": 0.0967741935483871, | |
| "grad_norm": 1.089064598083496, | |
| "learning_rate": 0.0001999919114627769, | |
| "loss": 1.0177619457244873, | |
| "num_input_tokens_seen": 39848, | |
| "step": 12, | |
| "train_runtime": 94.1911, | |
| "train_tokens_per_second": 423.055 | |
| }, | |
| { | |
| "epoch": 0.10483870967741936, | |
| "grad_norm": 0.8842246532440186, | |
| "learning_rate": 0.00019998835257548786, | |
| "loss": 0.9782118797302246, | |
| "num_input_tokens_seen": 42964, | |
| "step": 13, | |
| "train_runtime": 98.5173, | |
| "train_tokens_per_second": 436.106 | |
| }, | |
| { | |
| "epoch": 0.11290322580645161, | |
| "grad_norm": 0.7232466340065002, | |
| "learning_rate": 0.00019998414667221596, | |
| "loss": 0.895933985710144, | |
| "num_input_tokens_seen": 46336, | |
| "step": 14, | |
| "train_runtime": 103.1565, | |
| "train_tokens_per_second": 449.182 | |
| }, | |
| { | |
| "epoch": 0.12096774193548387, | |
| "grad_norm": 0.7355626225471497, | |
| "learning_rate": 0.00019997929378017725, | |
| "loss": 0.9221972227096558, | |
| "num_input_tokens_seen": 49524, | |
| "step": 15, | |
| "train_runtime": 107.7259, | |
| "train_tokens_per_second": 459.723 | |
| }, | |
| { | |
| "epoch": 0.12903225806451613, | |
| "grad_norm": 0.7629883289337158, | |
| "learning_rate": 0.00019997379393077428, | |
| "loss": 0.884993314743042, | |
| "num_input_tokens_seen": 52878, | |
| "step": 16, | |
| "train_runtime": 112.3676, | |
| "train_tokens_per_second": 470.58 | |
| }, | |
| { | |
| "epoch": 0.13709677419354838, | |
| "grad_norm": 0.7517801523208618, | |
| "learning_rate": 0.00019996764715959618, | |
| "loss": 0.8044445514678955, | |
| "num_input_tokens_seen": 56342, | |
| "step": 17, | |
| "train_runtime": 117.2539, | |
| "train_tokens_per_second": 480.513 | |
| }, | |
| { | |
| "epoch": 0.14516129032258066, | |
| "grad_norm": 0.7528966665267944, | |
| "learning_rate": 0.0001999608535064182, | |
| "loss": 0.8287011981010437, | |
| "num_input_tokens_seen": 59734, | |
| "step": 18, | |
| "train_runtime": 122.2813, | |
| "train_tokens_per_second": 488.497 | |
| }, | |
| { | |
| "epoch": 0.1532258064516129, | |
| "grad_norm": 1.0456326007843018, | |
| "learning_rate": 0.0001999534130152014, | |
| "loss": 0.8226615190505981, | |
| "num_input_tokens_seen": 63022, | |
| "step": 19, | |
| "train_runtime": 127.0278, | |
| "train_tokens_per_second": 496.128 | |
| }, | |
| { | |
| "epoch": 0.16129032258064516, | |
| "grad_norm": 0.9146727323532104, | |
| "learning_rate": 0.00019994532573409262, | |
| "loss": 0.8422068357467651, | |
| "num_input_tokens_seen": 66380, | |
| "step": 20, | |
| "train_runtime": 131.9068, | |
| "train_tokens_per_second": 503.234 | |
| }, | |
| { | |
| "epoch": 0.1693548387096774, | |
| "grad_norm": 0.8606871962547302, | |
| "learning_rate": 0.0001999365917154239, | |
| "loss": 0.8119312524795532, | |
| "num_input_tokens_seen": 69412, | |
| "step": 21, | |
| "train_runtime": 136.3606, | |
| "train_tokens_per_second": 509.033 | |
| }, | |
| { | |
| "epoch": 0.1774193548387097, | |
| "grad_norm": 0.7490668296813965, | |
| "learning_rate": 0.00019992721101571236, | |
| "loss": 0.8383636474609375, | |
| "num_input_tokens_seen": 72682, | |
| "step": 22, | |
| "train_runtime": 141.0773, | |
| "train_tokens_per_second": 515.193 | |
| }, | |
| { | |
| "epoch": 0.18548387096774194, | |
| "grad_norm": 0.7244526743888855, | |
| "learning_rate": 0.0001999171836956597, | |
| "loss": 0.8476752638816833, | |
| "num_input_tokens_seen": 75880, | |
| "step": 23, | |
| "train_runtime": 145.8525, | |
| "train_tokens_per_second": 520.252 | |
| }, | |
| { | |
| "epoch": 0.1935483870967742, | |
| "grad_norm": 0.7046738266944885, | |
| "learning_rate": 0.0001999065098201518, | |
| "loss": 0.7803716063499451, | |
| "num_input_tokens_seen": 79364, | |
| "step": 24, | |
| "train_runtime": 150.8071, | |
| "train_tokens_per_second": 526.262 | |
| }, | |
| { | |
| "epoch": 0.20161290322580644, | |
| "grad_norm": 0.6511566042900085, | |
| "learning_rate": 0.00019989518945825844, | |
| "loss": 0.7314240336418152, | |
| "num_input_tokens_seen": 82600, | |
| "step": 25, | |
| "train_runtime": 155.6778, | |
| "train_tokens_per_second": 530.583 | |
| }, | |
| { | |
| "epoch": 0.20967741935483872, | |
| "grad_norm": 0.7805576324462891, | |
| "learning_rate": 0.00019988322268323268, | |
| "loss": 0.7415602207183838, | |
| "num_input_tokens_seen": 85954, | |
| "step": 26, | |
| "train_runtime": 160.5146, | |
| "train_tokens_per_second": 535.49 | |
| }, | |
| { | |
| "epoch": 0.21774193548387097, | |
| "grad_norm": 0.7170730829238892, | |
| "learning_rate": 0.00019987060957251047, | |
| "loss": 0.7152543663978577, | |
| "num_input_tokens_seen": 89314, | |
| "step": 27, | |
| "train_runtime": 165.2621, | |
| "train_tokens_per_second": 540.438 | |
| }, | |
| { | |
| "epoch": 0.22580645161290322, | |
| "grad_norm": 0.7345016002655029, | |
| "learning_rate": 0.00019985735020771017, | |
| "loss": 0.7394841909408569, | |
| "num_input_tokens_seen": 92550, | |
| "step": 28, | |
| "train_runtime": 169.9598, | |
| "train_tokens_per_second": 544.54 | |
| }, | |
| { | |
| "epoch": 0.23387096774193547, | |
| "grad_norm": 0.6704856157302856, | |
| "learning_rate": 0.00019984344467463197, | |
| "loss": 0.6681033372879028, | |
| "num_input_tokens_seen": 95904, | |
| "step": 29, | |
| "train_runtime": 174.6804, | |
| "train_tokens_per_second": 549.026 | |
| }, | |
| { | |
| "epoch": 0.24193548387096775, | |
| "grad_norm": 0.6933154463768005, | |
| "learning_rate": 0.0001998288930632574, | |
| "loss": 0.7358725070953369, | |
| "num_input_tokens_seen": 99314, | |
| "step": 30, | |
| "train_runtime": 179.518, | |
| "train_tokens_per_second": 553.226 | |
| }, | |
| { | |
| "epoch": 0.24193548387096775, | |
| "eval_loss": 3.1636757850646973, | |
| "eval_runtime": 13.9458, | |
| "eval_samples_per_second": 3.729, | |
| "eval_steps_per_second": 1.864, | |
| "num_input_tokens_seen": 99314, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.25, | |
| "grad_norm": 0.6650590300559998, | |
| "learning_rate": 0.00019981369546774865, | |
| "loss": 0.7312928438186646, | |
| "num_input_tokens_seen": 102632, | |
| "step": 31, | |
| "train_runtime": 234.0652, | |
| "train_tokens_per_second": 438.476 | |
| }, | |
| { | |
| "epoch": 0.25806451612903225, | |
| "grad_norm": 0.6843596696853638, | |
| "learning_rate": 0.00019979785198644806, | |
| "loss": 0.7392816543579102, | |
| "num_input_tokens_seen": 106032, | |
| "step": 32, | |
| "train_runtime": 238.7402, | |
| "train_tokens_per_second": 444.131 | |
| }, | |
| { | |
| "epoch": 0.2661290322580645, | |
| "grad_norm": 0.6795448660850525, | |
| "learning_rate": 0.00019978136272187747, | |
| "loss": 0.6713091135025024, | |
| "num_input_tokens_seen": 109374, | |
| "step": 33, | |
| "train_runtime": 243.5988, | |
| "train_tokens_per_second": 448.992 | |
| }, | |
| { | |
| "epoch": 0.27419354838709675, | |
| "grad_norm": 0.6419102549552917, | |
| "learning_rate": 0.0001997642277807374, | |
| "loss": 0.7344367504119873, | |
| "num_input_tokens_seen": 112780, | |
| "step": 34, | |
| "train_runtime": 248.5335, | |
| "train_tokens_per_second": 453.782 | |
| }, | |
| { | |
| "epoch": 0.28225806451612906, | |
| "grad_norm": 0.7528514862060547, | |
| "learning_rate": 0.00019974644727390665, | |
| "loss": 0.6826475262641907, | |
| "num_input_tokens_seen": 116154, | |
| "step": 35, | |
| "train_runtime": 253.6613, | |
| "train_tokens_per_second": 457.91 | |
| }, | |
| { | |
| "epoch": 0.2903225806451613, | |
| "grad_norm": 0.7251984477043152, | |
| "learning_rate": 0.00019972802131644127, | |
| "loss": 0.702574610710144, | |
| "num_input_tokens_seen": 119350, | |
| "step": 36, | |
| "train_runtime": 258.505, | |
| "train_tokens_per_second": 461.693 | |
| }, | |
| { | |
| "epoch": 0.29838709677419356, | |
| "grad_norm": 0.7205802202224731, | |
| "learning_rate": 0.00019970895002757413, | |
| "loss": 0.7223511934280396, | |
| "num_input_tokens_seen": 122566, | |
| "step": 37, | |
| "train_runtime": 263.411, | |
| "train_tokens_per_second": 465.303 | |
| }, | |
| { | |
| "epoch": 0.3064516129032258, | |
| "grad_norm": 0.6758707165718079, | |
| "learning_rate": 0.00019968923353071377, | |
| "loss": 0.6775951981544495, | |
| "num_input_tokens_seen": 125906, | |
| "step": 38, | |
| "train_runtime": 268.6516, | |
| "train_tokens_per_second": 468.659 | |
| }, | |
| { | |
| "epoch": 0.31451612903225806, | |
| "grad_norm": 0.7149205207824707, | |
| "learning_rate": 0.00019966887195344403, | |
| "loss": 0.6415547132492065, | |
| "num_input_tokens_seen": 129178, | |
| "step": 39, | |
| "train_runtime": 273.5735, | |
| "train_tokens_per_second": 472.188 | |
| }, | |
| { | |
| "epoch": 0.3225806451612903, | |
| "grad_norm": 0.8233773708343506, | |
| "learning_rate": 0.0001996478654275229, | |
| "loss": 0.6871565580368042, | |
| "num_input_tokens_seen": 132242, | |
| "step": 40, | |
| "train_runtime": 278.1257, | |
| "train_tokens_per_second": 475.476 | |
| }, | |
| { | |
| "epoch": 0.33064516129032256, | |
| "grad_norm": 0.603967010974884, | |
| "learning_rate": 0.00019962621408888177, | |
| "loss": 0.6418657302856445, | |
| "num_input_tokens_seen": 135598, | |
| "step": 41, | |
| "train_runtime": 283.0503, | |
| "train_tokens_per_second": 479.06 | |
| }, | |
| { | |
| "epoch": 0.3387096774193548, | |
| "grad_norm": 0.6170377731323242, | |
| "learning_rate": 0.00019960391807762463, | |
| "loss": 0.6446406245231628, | |
| "num_input_tokens_seen": 139036, | |
| "step": 42, | |
| "train_runtime": 287.8831, | |
| "train_tokens_per_second": 482.96 | |
| }, | |
| { | |
| "epoch": 0.3467741935483871, | |
| "grad_norm": 0.6677550077438354, | |
| "learning_rate": 0.00019958097753802693, | |
| "loss": 0.6513428092002869, | |
| "num_input_tokens_seen": 142314, | |
| "step": 43, | |
| "train_runtime": 292.6153, | |
| "train_tokens_per_second": 486.352 | |
| }, | |
| { | |
| "epoch": 0.3548387096774194, | |
| "grad_norm": 0.5713569521903992, | |
| "learning_rate": 0.00019955739261853504, | |
| "loss": 0.6523911952972412, | |
| "num_input_tokens_seen": 145730, | |
| "step": 44, | |
| "train_runtime": 297.3525, | |
| "train_tokens_per_second": 490.092 | |
| }, | |
| { | |
| "epoch": 0.3629032258064516, | |
| "grad_norm": 0.6360762119293213, | |
| "learning_rate": 0.00019953316347176488, | |
| "loss": 0.6005333662033081, | |
| "num_input_tokens_seen": 148950, | |
| "step": 45, | |
| "train_runtime": 301.7634, | |
| "train_tokens_per_second": 493.599 | |
| }, | |
| { | |
| "epoch": 0.3709677419354839, | |
| "grad_norm": 0.5776824355125427, | |
| "learning_rate": 0.00019950829025450114, | |
| "loss": 0.6482651233673096, | |
| "num_input_tokens_seen": 152208, | |
| "step": 46, | |
| "train_runtime": 306.4442, | |
| "train_tokens_per_second": 496.691 | |
| }, | |
| { | |
| "epoch": 0.3790322580645161, | |
| "grad_norm": 0.5635464787483215, | |
| "learning_rate": 0.0001994827731276963, | |
| "loss": 0.5292215943336487, | |
| "num_input_tokens_seen": 155494, | |
| "step": 47, | |
| "train_runtime": 310.97, | |
| "train_tokens_per_second": 500.029 | |
| }, | |
| { | |
| "epoch": 0.3870967741935484, | |
| "grad_norm": 0.7464826107025146, | |
| "learning_rate": 0.00019945661225646946, | |
| "loss": 0.5896004438400269, | |
| "num_input_tokens_seen": 158822, | |
| "step": 48, | |
| "train_runtime": 315.5591, | |
| "train_tokens_per_second": 503.304 | |
| }, | |
| { | |
| "epoch": 0.3951612903225806, | |
| "grad_norm": 0.6741185784339905, | |
| "learning_rate": 0.0001994298078101054, | |
| "loss": 0.610090970993042, | |
| "num_input_tokens_seen": 162234, | |
| "step": 49, | |
| "train_runtime": 320.3691, | |
| "train_tokens_per_second": 506.397 | |
| }, | |
| { | |
| "epoch": 0.4032258064516129, | |
| "grad_norm": 0.8294225931167603, | |
| "learning_rate": 0.00019940235996205333, | |
| "loss": 0.7023945450782776, | |
| "num_input_tokens_seen": 165674, | |
| "step": 50, | |
| "train_runtime": 325.0853, | |
| "train_tokens_per_second": 509.632 | |
| }, | |
| { | |
| "epoch": 0.4112903225806452, | |
| "grad_norm": 0.6233593821525574, | |
| "learning_rate": 0.0001993742688899259, | |
| "loss": 0.5964958667755127, | |
| "num_input_tokens_seen": 169012, | |
| "step": 51, | |
| "train_runtime": 329.9005, | |
| "train_tokens_per_second": 512.312 | |
| }, | |
| { | |
| "epoch": 0.41935483870967744, | |
| "grad_norm": 0.6552059054374695, | |
| "learning_rate": 0.00019934553477549794, | |
| "loss": 0.5970840454101562, | |
| "num_input_tokens_seen": 172396, | |
| "step": 52, | |
| "train_runtime": 334.6436, | |
| "train_tokens_per_second": 515.163 | |
| }, | |
| { | |
| "epoch": 0.4274193548387097, | |
| "grad_norm": 0.5657429695129395, | |
| "learning_rate": 0.00019931615780470558, | |
| "loss": 0.6213586330413818, | |
| "num_input_tokens_seen": 175766, | |
| "step": 53, | |
| "train_runtime": 339.4928, | |
| "train_tokens_per_second": 517.731 | |
| }, | |
| { | |
| "epoch": 0.43548387096774194, | |
| "grad_norm": 0.6272680163383484, | |
| "learning_rate": 0.00019928613816764458, | |
| "loss": 0.5776374340057373, | |
| "num_input_tokens_seen": 179034, | |
| "step": 54, | |
| "train_runtime": 344.3701, | |
| "train_tokens_per_second": 519.888 | |
| }, | |
| { | |
| "epoch": 0.4435483870967742, | |
| "grad_norm": 0.5951282382011414, | |
| "learning_rate": 0.00019925547605856934, | |
| "loss": 0.6662795543670654, | |
| "num_input_tokens_seen": 182380, | |
| "step": 55, | |
| "train_runtime": 349.2001, | |
| "train_tokens_per_second": 522.279 | |
| }, | |
| { | |
| "epoch": 0.45161290322580644, | |
| "grad_norm": 0.6823417544364929, | |
| "learning_rate": 0.00019922417167589183, | |
| "loss": 0.6379531621932983, | |
| "num_input_tokens_seen": 185574, | |
| "step": 56, | |
| "train_runtime": 353.9778, | |
| "train_tokens_per_second": 524.253 | |
| }, | |
| { | |
| "epoch": 0.4596774193548387, | |
| "grad_norm": 0.5668640732765198, | |
| "learning_rate": 0.00019919222522217996, | |
| "loss": 0.6385904550552368, | |
| "num_input_tokens_seen": 188970, | |
| "step": 57, | |
| "train_runtime": 358.9666, | |
| "train_tokens_per_second": 526.428 | |
| }, | |
| { | |
| "epoch": 0.46774193548387094, | |
| "grad_norm": 0.5809326171875, | |
| "learning_rate": 0.00019915963690415647, | |
| "loss": 0.5536263585090637, | |
| "num_input_tokens_seen": 192282, | |
| "step": 58, | |
| "train_runtime": 363.7121, | |
| "train_tokens_per_second": 528.665 | |
| }, | |
| { | |
| "epoch": 0.47580645161290325, | |
| "grad_norm": 0.6727699041366577, | |
| "learning_rate": 0.00019912640693269752, | |
| "loss": 0.6002112627029419, | |
| "num_input_tokens_seen": 195644, | |
| "step": 59, | |
| "train_runtime": 368.6469, | |
| "train_tokens_per_second": 530.708 | |
| }, | |
| { | |
| "epoch": 0.4838709677419355, | |
| "grad_norm": 0.6097072958946228, | |
| "learning_rate": 0.00019909253552283143, | |
| "loss": 0.611109733581543, | |
| "num_input_tokens_seen": 198956, | |
| "step": 60, | |
| "train_runtime": 373.378, | |
| "train_tokens_per_second": 532.854 | |
| }, | |
| { | |
| "epoch": 0.4838709677419355, | |
| "eval_loss": 3.0930163860321045, | |
| "eval_runtime": 12.3352, | |
| "eval_samples_per_second": 4.216, | |
| "eval_steps_per_second": 2.108, | |
| "num_input_tokens_seen": 198956, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.49193548387096775, | |
| "grad_norm": 0.608394205570221, | |
| "learning_rate": 0.00019905802289373715, | |
| "loss": 0.5526689887046814, | |
| "num_input_tokens_seen": 202314, | |
| "step": 61, | |
| "train_runtime": 405.9522, | |
| "train_tokens_per_second": 498.369 | |
| }, | |
| { | |
| "epoch": 0.5, | |
| "grad_norm": 0.6111866235733032, | |
| "learning_rate": 0.0001990228692687429, | |
| "loss": 0.5586686730384827, | |
| "num_input_tokens_seen": 205722, | |
| "step": 62, | |
| "train_runtime": 410.5864, | |
| "train_tokens_per_second": 501.044 | |
| }, | |
| { | |
| "epoch": 0.5080645161290323, | |
| "grad_norm": 0.6161165237426758, | |
| "learning_rate": 0.00019898707487532474, | |
| "loss": 0.641068160533905, | |
| "num_input_tokens_seen": 208882, | |
| "step": 63, | |
| "train_runtime": 415.1353, | |
| "train_tokens_per_second": 503.166 | |
| }, | |
| { | |
| "epoch": 0.5161290322580645, | |
| "grad_norm": 0.6087555289268494, | |
| "learning_rate": 0.0001989506399451051, | |
| "loss": 0.5811461210250854, | |
| "num_input_tokens_seen": 212198, | |
| "step": 64, | |
| "train_runtime": 420.1346, | |
| "train_tokens_per_second": 505.071 | |
| }, | |
| { | |
| "epoch": 0.5241935483870968, | |
| "grad_norm": 0.6409975290298462, | |
| "learning_rate": 0.0001989135647138513, | |
| "loss": 0.6092388033866882, | |
| "num_input_tokens_seen": 215586, | |
| "step": 65, | |
| "train_runtime": 425.1826, | |
| "train_tokens_per_second": 507.043 | |
| }, | |
| { | |
| "epoch": 0.532258064516129, | |
| "grad_norm": 0.7127669453620911, | |
| "learning_rate": 0.00019887584942147394, | |
| "loss": 0.6781883239746094, | |
| "num_input_tokens_seen": 218732, | |
| "step": 66, | |
| "train_runtime": 430.1434, | |
| "train_tokens_per_second": 508.509 | |
| }, | |
| { | |
| "epoch": 0.5403225806451613, | |
| "grad_norm": 0.6341464519500732, | |
| "learning_rate": 0.0001988374943120254, | |
| "loss": 0.6367583274841309, | |
| "num_input_tokens_seen": 221938, | |
| "step": 67, | |
| "train_runtime": 435.098, | |
| "train_tokens_per_second": 510.087 | |
| }, | |
| { | |
| "epoch": 0.5483870967741935, | |
| "grad_norm": 0.6676456332206726, | |
| "learning_rate": 0.00019879849963369827, | |
| "loss": 0.5986863970756531, | |
| "num_input_tokens_seen": 225362, | |
| "step": 68, | |
| "train_runtime": 440.4076, | |
| "train_tokens_per_second": 511.712 | |
| }, | |
| { | |
| "epoch": 0.5564516129032258, | |
| "grad_norm": 0.5387278199195862, | |
| "learning_rate": 0.00019875886563882375, | |
| "loss": 0.5684967637062073, | |
| "num_input_tokens_seen": 228656, | |
| "step": 69, | |
| "train_runtime": 445.6788, | |
| "train_tokens_per_second": 513.051 | |
| }, | |
| { | |
| "epoch": 0.5645161290322581, | |
| "grad_norm": 0.5598258972167969, | |
| "learning_rate": 0.00019871859258387, | |
| "loss": 0.5872923135757446, | |
| "num_input_tokens_seen": 232052, | |
| "step": 70, | |
| "train_runtime": 450.5989, | |
| "train_tokens_per_second": 514.986 | |
| }, | |
| { | |
| "epoch": 0.5725806451612904, | |
| "grad_norm": 0.5795265436172485, | |
| "learning_rate": 0.00019867768072944045, | |
| "loss": 0.5454657673835754, | |
| "num_input_tokens_seen": 235430, | |
| "step": 71, | |
| "train_runtime": 455.462, | |
| "train_tokens_per_second": 516.904 | |
| }, | |
| { | |
| "epoch": 0.5806451612903226, | |
| "grad_norm": 0.6275506019592285, | |
| "learning_rate": 0.00019863613034027224, | |
| "loss": 0.5985739827156067, | |
| "num_input_tokens_seen": 238792, | |
| "step": 72, | |
| "train_runtime": 460.1637, | |
| "train_tokens_per_second": 518.928 | |
| }, | |
| { | |
| "epoch": 0.5887096774193549, | |
| "grad_norm": 0.6417560577392578, | |
| "learning_rate": 0.0001985939416852343, | |
| "loss": 0.6151498556137085, | |
| "num_input_tokens_seen": 242136, | |
| "step": 73, | |
| "train_runtime": 464.8752, | |
| "train_tokens_per_second": 520.862 | |
| }, | |
| { | |
| "epoch": 0.5967741935483871, | |
| "grad_norm": 0.6558713912963867, | |
| "learning_rate": 0.00019855111503732574, | |
| "loss": 0.6127005219459534, | |
| "num_input_tokens_seen": 245502, | |
| "step": 74, | |
| "train_runtime": 469.6002, | |
| "train_tokens_per_second": 522.789 | |
| }, | |
| { | |
| "epoch": 0.6048387096774194, | |
| "grad_norm": 0.5617387294769287, | |
| "learning_rate": 0.00019850765067367412, | |
| "loss": 0.5805050730705261, | |
| "num_input_tokens_seen": 248724, | |
| "step": 75, | |
| "train_runtime": 473.9894, | |
| "train_tokens_per_second": 524.746 | |
| }, | |
| { | |
| "epoch": 0.6129032258064516, | |
| "grad_norm": 0.5580056309700012, | |
| "learning_rate": 0.00019846354887553358, | |
| "loss": 0.5755968689918518, | |
| "num_input_tokens_seen": 252068, | |
| "step": 76, | |
| "train_runtime": 478.6533, | |
| "train_tokens_per_second": 526.619 | |
| }, | |
| { | |
| "epoch": 0.6209677419354839, | |
| "grad_norm": 0.5987703204154968, | |
| "learning_rate": 0.00019841880992828306, | |
| "loss": 0.5941160321235657, | |
| "num_input_tokens_seen": 255328, | |
| "step": 77, | |
| "train_runtime": 483.1368, | |
| "train_tokens_per_second": 528.48 | |
| }, | |
| { | |
| "epoch": 0.6290322580645161, | |
| "grad_norm": 0.5982978940010071, | |
| "learning_rate": 0.0001983734341214244, | |
| "loss": 0.5437498688697815, | |
| "num_input_tokens_seen": 258440, | |
| "step": 78, | |
| "train_runtime": 487.3985, | |
| "train_tokens_per_second": 530.244 | |
| }, | |
| { | |
| "epoch": 0.6370967741935484, | |
| "grad_norm": 0.6150534749031067, | |
| "learning_rate": 0.00019832742174858052, | |
| "loss": 0.4968106150627136, | |
| "num_input_tokens_seen": 261670, | |
| "step": 79, | |
| "train_runtime": 492.0778, | |
| "train_tokens_per_second": 531.765 | |
| }, | |
| { | |
| "epoch": 0.6451612903225806, | |
| "grad_norm": 0.6039842367172241, | |
| "learning_rate": 0.0001982807731074935, | |
| "loss": 0.5774258375167847, | |
| "num_input_tokens_seen": 265042, | |
| "step": 80, | |
| "train_runtime": 496.8154, | |
| "train_tokens_per_second": 533.482 | |
| }, | |
| { | |
| "epoch": 0.6532258064516129, | |
| "grad_norm": 0.6645222902297974, | |
| "learning_rate": 0.00019823348850002268, | |
| "loss": 0.5437123775482178, | |
| "num_input_tokens_seen": 268396, | |
| "step": 81, | |
| "train_runtime": 501.4894, | |
| "train_tokens_per_second": 535.198 | |
| }, | |
| { | |
| "epoch": 0.6612903225806451, | |
| "grad_norm": 0.6312376856803894, | |
| "learning_rate": 0.00019818556823214268, | |
| "loss": 0.5945921540260315, | |
| "num_input_tokens_seen": 271554, | |
| "step": 82, | |
| "train_runtime": 506.2627, | |
| "train_tokens_per_second": 536.389 | |
| }, | |
| { | |
| "epoch": 0.6693548387096774, | |
| "grad_norm": 0.7044872641563416, | |
| "learning_rate": 0.00019813701261394136, | |
| "loss": 0.6143019199371338, | |
| "num_input_tokens_seen": 274730, | |
| "step": 83, | |
| "train_runtime": 510.8028, | |
| "train_tokens_per_second": 537.84 | |
| }, | |
| { | |
| "epoch": 0.6774193548387096, | |
| "grad_norm": 0.5553087592124939, | |
| "learning_rate": 0.00019808782195961797, | |
| "loss": 0.5542465448379517, | |
| "num_input_tokens_seen": 278100, | |
| "step": 84, | |
| "train_runtime": 515.6576, | |
| "train_tokens_per_second": 539.311 | |
| }, | |
| { | |
| "epoch": 0.6854838709677419, | |
| "grad_norm": 0.561292290687561, | |
| "learning_rate": 0.00019803799658748094, | |
| "loss": 0.5175400376319885, | |
| "num_input_tokens_seen": 281468, | |
| "step": 85, | |
| "train_runtime": 520.6317, | |
| "train_tokens_per_second": 540.628 | |
| }, | |
| { | |
| "epoch": 0.6935483870967742, | |
| "grad_norm": 0.5422635078430176, | |
| "learning_rate": 0.000197987536819946, | |
| "loss": 0.6259896755218506, | |
| "num_input_tokens_seen": 284944, | |
| "step": 86, | |
| "train_runtime": 525.5795, | |
| "train_tokens_per_second": 542.152 | |
| }, | |
| { | |
| "epoch": 0.7016129032258065, | |
| "grad_norm": 0.555388867855072, | |
| "learning_rate": 0.0001979364429835339, | |
| "loss": 0.5073646306991577, | |
| "num_input_tokens_seen": 288252, | |
| "step": 87, | |
| "train_runtime": 530.5048, | |
| "train_tokens_per_second": 543.354 | |
| }, | |
| { | |
| "epoch": 0.7096774193548387, | |
| "grad_norm": 0.5314076542854309, | |
| "learning_rate": 0.00019788471540886844, | |
| "loss": 0.5061646103858948, | |
| "num_input_tokens_seen": 291674, | |
| "step": 88, | |
| "train_runtime": 535.3554, | |
| "train_tokens_per_second": 544.823 | |
| }, | |
| { | |
| "epoch": 0.717741935483871, | |
| "grad_norm": 0.531013548374176, | |
| "learning_rate": 0.0001978323544306743, | |
| "loss": 0.5036947727203369, | |
| "num_input_tokens_seen": 295054, | |
| "step": 89, | |
| "train_runtime": 540.1647, | |
| "train_tokens_per_second": 546.23 | |
| }, | |
| { | |
| "epoch": 0.7258064516129032, | |
| "grad_norm": 0.7979210615158081, | |
| "learning_rate": 0.00019777936038777483, | |
| "loss": 0.613807201385498, | |
| "num_input_tokens_seen": 298162, | |
| "step": 90, | |
| "train_runtime": 544.7969, | |
| "train_tokens_per_second": 547.29 | |
| }, | |
| { | |
| "epoch": 0.7258064516129032, | |
| "eval_loss": 2.9071261882781982, | |
| "eval_runtime": 12.2185, | |
| "eval_samples_per_second": 4.256, | |
| "eval_steps_per_second": 2.128, | |
| "num_input_tokens_seen": 298162, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.7338709677419355, | |
| "grad_norm": 0.5745816826820374, | |
| "learning_rate": 0.0001977257336230899, | |
| "loss": 0.48962247371673584, | |
| "num_input_tokens_seen": 301500, | |
| "step": 91, | |
| "train_runtime": 597.652, | |
| "train_tokens_per_second": 504.474 | |
| }, | |
| { | |
| "epoch": 0.7419354838709677, | |
| "grad_norm": 0.7026141285896301, | |
| "learning_rate": 0.00019767147448363366, | |
| "loss": 0.5600932836532593, | |
| "num_input_tokens_seen": 304624, | |
| "step": 92, | |
| "train_runtime": 602.1005, | |
| "train_tokens_per_second": 505.936 | |
| }, | |
| { | |
| "epoch": 0.75, | |
| "grad_norm": 0.6634042859077454, | |
| "learning_rate": 0.00019761658332051235, | |
| "loss": 0.5759444236755371, | |
| "num_input_tokens_seen": 307956, | |
| "step": 93, | |
| "train_runtime": 606.9852, | |
| "train_tokens_per_second": 507.353 | |
| }, | |
| { | |
| "epoch": 0.7580645161290323, | |
| "grad_norm": 0.5837485790252686, | |
| "learning_rate": 0.00019756106048892186, | |
| "loss": 0.5830598473548889, | |
| "num_input_tokens_seen": 311354, | |
| "step": 94, | |
| "train_runtime": 611.9247, | |
| "train_tokens_per_second": 508.811 | |
| }, | |
| { | |
| "epoch": 0.7661290322580645, | |
| "grad_norm": 0.581575334072113, | |
| "learning_rate": 0.00019750490634814572, | |
| "loss": 0.5618096590042114, | |
| "num_input_tokens_seen": 314592, | |
| "step": 95, | |
| "train_runtime": 616.8898, | |
| "train_tokens_per_second": 509.965 | |
| }, | |
| { | |
| "epoch": 0.7741935483870968, | |
| "grad_norm": 0.5666610598564148, | |
| "learning_rate": 0.00019744812126155245, | |
| "loss": 0.5454350709915161, | |
| "num_input_tokens_seen": 317960, | |
| "step": 96, | |
| "train_runtime": 622.062, | |
| "train_tokens_per_second": 511.139 | |
| }, | |
| { | |
| "epoch": 0.782258064516129, | |
| "grad_norm": 0.5417006611824036, | |
| "learning_rate": 0.00019739070559659347, | |
| "loss": 0.561352014541626, | |
| "num_input_tokens_seen": 321274, | |
| "step": 97, | |
| "train_runtime": 627.2236, | |
| "train_tokens_per_second": 512.216 | |
| }, | |
| { | |
| "epoch": 0.7903225806451613, | |
| "grad_norm": 0.5439388751983643, | |
| "learning_rate": 0.0001973326597248006, | |
| "loss": 0.5779426097869873, | |
| "num_input_tokens_seen": 324480, | |
| "step": 98, | |
| "train_runtime": 632.176, | |
| "train_tokens_per_second": 513.275 | |
| }, | |
| { | |
| "epoch": 0.7983870967741935, | |
| "grad_norm": 0.5616183280944824, | |
| "learning_rate": 0.0001972739840217836, | |
| "loss": 0.49771565198898315, | |
| "num_input_tokens_seen": 327678, | |
| "step": 99, | |
| "train_runtime": 636.8674, | |
| "train_tokens_per_second": 514.515 | |
| }, | |
| { | |
| "epoch": 0.8064516129032258, | |
| "grad_norm": 0.8428842425346375, | |
| "learning_rate": 0.00019721467886722792, | |
| "loss": 0.5603002309799194, | |
| "num_input_tokens_seen": 330914, | |
| "step": 100, | |
| "train_runtime": 641.6893, | |
| "train_tokens_per_second": 515.692 | |
| }, | |
| { | |
| "epoch": 0.8145161290322581, | |
| "grad_norm": 0.6361693143844604, | |
| "learning_rate": 0.00019715474464489208, | |
| "loss": 0.5690774321556091, | |
| "num_input_tokens_seen": 334256, | |
| "step": 101, | |
| "train_runtime": 646.5226, | |
| "train_tokens_per_second": 517.006 | |
| }, | |
| { | |
| "epoch": 0.8225806451612904, | |
| "grad_norm": 0.5664668083190918, | |
| "learning_rate": 0.0001970941817426052, | |
| "loss": 0.5249347686767578, | |
| "num_input_tokens_seen": 337722, | |
| "step": 102, | |
| "train_runtime": 651.2588, | |
| "train_tokens_per_second": 518.568 | |
| }, | |
| { | |
| "epoch": 0.8306451612903226, | |
| "grad_norm": 0.564401388168335, | |
| "learning_rate": 0.00019703299055226468, | |
| "loss": 0.5265264511108398, | |
| "num_input_tokens_seen": 341038, | |
| "step": 103, | |
| "train_runtime": 656.0275, | |
| "train_tokens_per_second": 519.853 | |
| }, | |
| { | |
| "epoch": 0.8387096774193549, | |
| "grad_norm": 0.7196506857872009, | |
| "learning_rate": 0.00019697117146983334, | |
| "loss": 0.5534394979476929, | |
| "num_input_tokens_seen": 344066, | |
| "step": 104, | |
| "train_runtime": 660.2072, | |
| "train_tokens_per_second": 521.148 | |
| }, | |
| { | |
| "epoch": 0.8467741935483871, | |
| "grad_norm": 0.579501211643219, | |
| "learning_rate": 0.0001969087248953371, | |
| "loss": 0.5940977334976196, | |
| "num_input_tokens_seen": 347352, | |
| "step": 105, | |
| "train_runtime": 664.7483, | |
| "train_tokens_per_second": 522.532 | |
| }, | |
| { | |
| "epoch": 0.8548387096774194, | |
| "grad_norm": 0.5122610330581665, | |
| "learning_rate": 0.00019684565123286244, | |
| "loss": 0.5310789942741394, | |
| "num_input_tokens_seen": 350654, | |
| "step": 106, | |
| "train_runtime": 669.4554, | |
| "train_tokens_per_second": 523.79 | |
| }, | |
| { | |
| "epoch": 0.8629032258064516, | |
| "grad_norm": 0.5480422973632812, | |
| "learning_rate": 0.00019678195089055346, | |
| "loss": 0.5730823874473572, | |
| "num_input_tokens_seen": 353954, | |
| "step": 107, | |
| "train_runtime": 673.9271, | |
| "train_tokens_per_second": 525.211 | |
| }, | |
| { | |
| "epoch": 0.8709677419354839, | |
| "grad_norm": 0.5518767237663269, | |
| "learning_rate": 0.00019671762428060966, | |
| "loss": 0.553552508354187, | |
| "num_input_tokens_seen": 357348, | |
| "step": 108, | |
| "train_runtime": 678.7199, | |
| "train_tokens_per_second": 526.503 | |
| }, | |
| { | |
| "epoch": 0.8790322580645161, | |
| "grad_norm": 0.5668540596961975, | |
| "learning_rate": 0.00019665267181928292, | |
| "loss": 0.5294761657714844, | |
| "num_input_tokens_seen": 360628, | |
| "step": 109, | |
| "train_runtime": 683.35, | |
| "train_tokens_per_second": 527.735 | |
| }, | |
| { | |
| "epoch": 0.8870967741935484, | |
| "grad_norm": 0.4758228659629822, | |
| "learning_rate": 0.00019658709392687506, | |
| "loss": 0.5213898420333862, | |
| "num_input_tokens_seen": 364030, | |
| "step": 110, | |
| "train_runtime": 688.0325, | |
| "train_tokens_per_second": 529.088 | |
| }, | |
| { | |
| "epoch": 0.8951612903225806, | |
| "grad_norm": 0.604768693447113, | |
| "learning_rate": 0.00019652089102773488, | |
| "loss": 0.6025131940841675, | |
| "num_input_tokens_seen": 367360, | |
| "step": 111, | |
| "train_runtime": 692.8246, | |
| "train_tokens_per_second": 530.235 | |
| }, | |
| { | |
| "epoch": 0.9032258064516129, | |
| "grad_norm": 0.5635347366333008, | |
| "learning_rate": 0.00019645406355025565, | |
| "loss": 0.5061513185501099, | |
| "num_input_tokens_seen": 370518, | |
| "step": 112, | |
| "train_runtime": 697.3954, | |
| "train_tokens_per_second": 531.288 | |
| }, | |
| { | |
| "epoch": 0.9112903225806451, | |
| "grad_norm": 0.5575589537620544, | |
| "learning_rate": 0.00019638661192687216, | |
| "loss": 0.5043578147888184, | |
| "num_input_tokens_seen": 373828, | |
| "step": 113, | |
| "train_runtime": 702.2518, | |
| "train_tokens_per_second": 532.328 | |
| }, | |
| { | |
| "epoch": 0.9193548387096774, | |
| "grad_norm": 0.5947410464286804, | |
| "learning_rate": 0.00019631853659405807, | |
| "loss": 0.5288162231445312, | |
| "num_input_tokens_seen": 377226, | |
| "step": 114, | |
| "train_runtime": 707.3502, | |
| "train_tokens_per_second": 533.295 | |
| }, | |
| { | |
| "epoch": 0.9274193548387096, | |
| "grad_norm": 0.5738222599029541, | |
| "learning_rate": 0.000196249837992323, | |
| "loss": 0.5216498374938965, | |
| "num_input_tokens_seen": 380624, | |
| "step": 115, | |
| "train_runtime": 712.258, | |
| "train_tokens_per_second": 534.391 | |
| }, | |
| { | |
| "epoch": 0.9354838709677419, | |
| "grad_norm": 0.5514879822731018, | |
| "learning_rate": 0.0001961805165662096, | |
| "loss": 0.47155335545539856, | |
| "num_input_tokens_seen": 384012, | |
| "step": 116, | |
| "train_runtime": 717.2598, | |
| "train_tokens_per_second": 535.388 | |
| }, | |
| { | |
| "epoch": 0.9435483870967742, | |
| "grad_norm": 0.6073253154754639, | |
| "learning_rate": 0.00019611057276429085, | |
| "loss": 0.5124592781066895, | |
| "num_input_tokens_seen": 387364, | |
| "step": 117, | |
| "train_runtime": 722.0631, | |
| "train_tokens_per_second": 536.468 | |
| }, | |
| { | |
| "epoch": 0.9516129032258065, | |
| "grad_norm": 0.5801448822021484, | |
| "learning_rate": 0.00019604000703916705, | |
| "loss": 0.5122741460800171, | |
| "num_input_tokens_seen": 390740, | |
| "step": 118, | |
| "train_runtime": 726.8929, | |
| "train_tokens_per_second": 537.548 | |
| }, | |
| { | |
| "epoch": 0.9596774193548387, | |
| "grad_norm": 0.5871880650520325, | |
| "learning_rate": 0.00019596881984746287, | |
| "loss": 0.5125201940536499, | |
| "num_input_tokens_seen": 394002, | |
| "step": 119, | |
| "train_runtime": 731.6556, | |
| "train_tokens_per_second": 538.507 | |
| }, | |
| { | |
| "epoch": 0.967741935483871, | |
| "grad_norm": 0.6655816435813904, | |
| "learning_rate": 0.00019589701164982452, | |
| "loss": 0.524815022945404, | |
| "num_input_tokens_seen": 397036, | |
| "step": 120, | |
| "train_runtime": 735.9727, | |
| "train_tokens_per_second": 539.471 | |
| }, | |
| { | |
| "epoch": 0.967741935483871, | |
| "eval_loss": 2.589766025543213, | |
| "eval_runtime": 12.1494, | |
| "eval_samples_per_second": 4.28, | |
| "eval_steps_per_second": 2.14, | |
| "num_input_tokens_seen": 397036, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.9758064516129032, | |
| "grad_norm": 0.6723934412002563, | |
| "learning_rate": 0.00019582458291091663, | |
| "loss": 0.611114501953125, | |
| "num_input_tokens_seen": 400216, | |
| "step": 121, | |
| "train_runtime": 772.7017, | |
| "train_tokens_per_second": 517.944 | |
| }, | |
| { | |
| "epoch": 0.9838709677419355, | |
| "grad_norm": 0.5538724064826965, | |
| "learning_rate": 0.0001957515340994193, | |
| "loss": 0.5213549137115479, | |
| "num_input_tokens_seen": 403522, | |
| "step": 122, | |
| "train_runtime": 777.3527, | |
| "train_tokens_per_second": 519.098 | |
| }, | |
| { | |
| "epoch": 0.9919354838709677, | |
| "grad_norm": 0.5994356274604797, | |
| "learning_rate": 0.000195677865688025, | |
| "loss": 0.5735296607017517, | |
| "num_input_tokens_seen": 406874, | |
| "step": 123, | |
| "train_runtime": 782.2491, | |
| "train_tokens_per_second": 520.134 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 0.6571742296218872, | |
| "learning_rate": 0.00019560357815343577, | |
| "loss": 0.5385057926177979, | |
| "num_input_tokens_seen": 410114, | |
| "step": 124, | |
| "train_runtime": 787.0107, | |
| "train_tokens_per_second": 521.103 | |
| }, | |
| { | |
| "epoch": 1.0080645161290323, | |
| "grad_norm": 0.5309604406356812, | |
| "learning_rate": 0.00019552867197635974, | |
| "loss": 0.3922950029373169, | |
| "num_input_tokens_seen": 413264, | |
| "step": 125, | |
| "train_runtime": 791.8414, | |
| "train_tokens_per_second": 521.902 | |
| }, | |
| { | |
| "epoch": 1.0161290322580645, | |
| "grad_norm": 0.4756343960762024, | |
| "learning_rate": 0.00019545314764150837, | |
| "loss": 0.3772149085998535, | |
| "num_input_tokens_seen": 416432, | |
| "step": 126, | |
| "train_runtime": 796.7161, | |
| "train_tokens_per_second": 522.686 | |
| }, | |
| { | |
| "epoch": 1.0241935483870968, | |
| "grad_norm": 0.5248489379882812, | |
| "learning_rate": 0.00019537700563759304, | |
| "loss": 0.4322376251220703, | |
| "num_input_tokens_seen": 419814, | |
| "step": 127, | |
| "train_runtime": 801.9801, | |
| "train_tokens_per_second": 523.472 | |
| }, | |
| { | |
| "epoch": 1.032258064516129, | |
| "grad_norm": 0.5486618280410767, | |
| "learning_rate": 0.00019530024645732206, | |
| "loss": 0.42461395263671875, | |
| "num_input_tokens_seen": 423168, | |
| "step": 128, | |
| "train_runtime": 807.1128, | |
| "train_tokens_per_second": 524.298 | |
| }, | |
| { | |
| "epoch": 1.0403225806451613, | |
| "grad_norm": 0.6822044253349304, | |
| "learning_rate": 0.00019522287059739753, | |
| "loss": 0.44680896401405334, | |
| "num_input_tokens_seen": 426248, | |
| "step": 129, | |
| "train_runtime": 811.7053, | |
| "train_tokens_per_second": 525.127 | |
| }, | |
| { | |
| "epoch": 1.0483870967741935, | |
| "grad_norm": 0.6571690440177917, | |
| "learning_rate": 0.00019514487855851184, | |
| "loss": 0.45198315382003784, | |
| "num_input_tokens_seen": 429726, | |
| "step": 130, | |
| "train_runtime": 816.7684, | |
| "train_tokens_per_second": 526.13 | |
| }, | |
| { | |
| "epoch": 1.0564516129032258, | |
| "grad_norm": 0.6491777896881104, | |
| "learning_rate": 0.00019506627084534483, | |
| "loss": 0.4377821683883667, | |
| "num_input_tokens_seen": 432912, | |
| "step": 131, | |
| "train_runtime": 821.4589, | |
| "train_tokens_per_second": 527.004 | |
| }, | |
| { | |
| "epoch": 1.064516129032258, | |
| "grad_norm": 0.6005299091339111, | |
| "learning_rate": 0.00019498704796656018, | |
| "loss": 0.45241302251815796, | |
| "num_input_tokens_seen": 436246, | |
| "step": 132, | |
| "train_runtime": 826.1551, | |
| "train_tokens_per_second": 528.044 | |
| }, | |
| { | |
| "epoch": 1.0725806451612903, | |
| "grad_norm": 0.5644078850746155, | |
| "learning_rate": 0.00019490721043480226, | |
| "loss": 0.4442741274833679, | |
| "num_input_tokens_seen": 439446, | |
| "step": 133, | |
| "train_runtime": 830.7581, | |
| "train_tokens_per_second": 528.97 | |
| }, | |
| { | |
| "epoch": 1.0806451612903225, | |
| "grad_norm": 0.5728560090065002, | |
| "learning_rate": 0.00019482675876669286, | |
| "loss": 0.4184889793395996, | |
| "num_input_tokens_seen": 442716, | |
| "step": 134, | |
| "train_runtime": 835.3283, | |
| "train_tokens_per_second": 529.99 | |
| }, | |
| { | |
| "epoch": 1.0887096774193548, | |
| "grad_norm": 0.5105488896369934, | |
| "learning_rate": 0.00019474569348282774, | |
| "loss": 0.4137258529663086, | |
| "num_input_tokens_seen": 445948, | |
| "step": 135, | |
| "train_runtime": 839.8381, | |
| "train_tokens_per_second": 530.993 | |
| }, | |
| { | |
| "epoch": 1.096774193548387, | |
| "grad_norm": 0.6140270829200745, | |
| "learning_rate": 0.0001946640151077734, | |
| "loss": 0.4656698703765869, | |
| "num_input_tokens_seen": 449172, | |
| "step": 136, | |
| "train_runtime": 844.4082, | |
| "train_tokens_per_second": 531.937 | |
| }, | |
| { | |
| "epoch": 1.1048387096774193, | |
| "grad_norm": 0.6442403793334961, | |
| "learning_rate": 0.00019458172417006347, | |
| "loss": 0.519420325756073, | |
| "num_input_tokens_seen": 452512, | |
| "step": 137, | |
| "train_runtime": 848.9974, | |
| "train_tokens_per_second": 532.996 | |
| }, | |
| { | |
| "epoch": 1.1129032258064515, | |
| "grad_norm": 0.5361612439155579, | |
| "learning_rate": 0.00019449882120219555, | |
| "loss": 0.4331057667732239, | |
| "num_input_tokens_seen": 455922, | |
| "step": 138, | |
| "train_runtime": 853.7922, | |
| "train_tokens_per_second": 533.996 | |
| }, | |
| { | |
| "epoch": 1.120967741935484, | |
| "grad_norm": 0.56069415807724, | |
| "learning_rate": 0.00019441530674062753, | |
| "loss": 0.43306776881217957, | |
| "num_input_tokens_seen": 459246, | |
| "step": 139, | |
| "train_runtime": 858.4641, | |
| "train_tokens_per_second": 534.962 | |
| }, | |
| { | |
| "epoch": 1.129032258064516, | |
| "grad_norm": 0.5961108803749084, | |
| "learning_rate": 0.0001943311813257743, | |
| "loss": 0.38593000173568726, | |
| "num_input_tokens_seen": 462644, | |
| "step": 140, | |
| "train_runtime": 863.174, | |
| "train_tokens_per_second": 535.98 | |
| }, | |
| { | |
| "epoch": 1.1370967741935485, | |
| "grad_norm": 0.5356931090354919, | |
| "learning_rate": 0.00019424644550200415, | |
| "loss": 0.45368602871894836, | |
| "num_input_tokens_seen": 466004, | |
| "step": 141, | |
| "train_runtime": 867.9995, | |
| "train_tokens_per_second": 536.871 | |
| }, | |
| { | |
| "epoch": 1.1451612903225807, | |
| "grad_norm": 0.6337073445320129, | |
| "learning_rate": 0.00019416109981763526, | |
| "loss": 0.4836081266403198, | |
| "num_input_tokens_seen": 469474, | |
| "step": 142, | |
| "train_runtime": 872.8737, | |
| "train_tokens_per_second": 537.849 | |
| }, | |
| { | |
| "epoch": 1.153225806451613, | |
| "grad_norm": 0.5758848786354065, | |
| "learning_rate": 0.00019407514482493214, | |
| "loss": 0.39848586916923523, | |
| "num_input_tokens_seen": 472830, | |
| "step": 143, | |
| "train_runtime": 877.6996, | |
| "train_tokens_per_second": 538.715 | |
| }, | |
| { | |
| "epoch": 1.1612903225806452, | |
| "grad_norm": 0.580061674118042, | |
| "learning_rate": 0.00019398858108010217, | |
| "loss": 0.4755861461162567, | |
| "num_input_tokens_seen": 476146, | |
| "step": 144, | |
| "train_runtime": 882.5729, | |
| "train_tokens_per_second": 539.498 | |
| }, | |
| { | |
| "epoch": 1.1693548387096775, | |
| "grad_norm": 0.6298698782920837, | |
| "learning_rate": 0.0001939014091432918, | |
| "loss": 0.48262229561805725, | |
| "num_input_tokens_seen": 479388, | |
| "step": 145, | |
| "train_runtime": 887.2589, | |
| "train_tokens_per_second": 540.302 | |
| }, | |
| { | |
| "epoch": 1.1774193548387097, | |
| "grad_norm": 0.5250868201255798, | |
| "learning_rate": 0.00019381362957858312, | |
| "loss": 0.46615517139434814, | |
| "num_input_tokens_seen": 482820, | |
| "step": 146, | |
| "train_runtime": 892.2828, | |
| "train_tokens_per_second": 541.106 | |
| }, | |
| { | |
| "epoch": 1.185483870967742, | |
| "grad_norm": 0.5974312424659729, | |
| "learning_rate": 0.00019372524295399013, | |
| "loss": 0.4052748680114746, | |
| "num_input_tokens_seen": 485956, | |
| "step": 147, | |
| "train_runtime": 896.8248, | |
| "train_tokens_per_second": 541.863 | |
| }, | |
| { | |
| "epoch": 1.1935483870967742, | |
| "grad_norm": 0.4935814440250397, | |
| "learning_rate": 0.00019363624984145502, | |
| "loss": 0.4510989189147949, | |
| "num_input_tokens_seen": 489266, | |
| "step": 148, | |
| "train_runtime": 901.6055, | |
| "train_tokens_per_second": 542.661 | |
| }, | |
| { | |
| "epoch": 1.2016129032258065, | |
| "grad_norm": 0.5875913500785828, | |
| "learning_rate": 0.00019354665081684446, | |
| "loss": 0.39551085233688354, | |
| "num_input_tokens_seen": 492712, | |
| "step": 149, | |
| "train_runtime": 906.6105, | |
| "train_tokens_per_second": 543.466 | |
| }, | |
| { | |
| "epoch": 1.2096774193548387, | |
| "grad_norm": 0.5005422234535217, | |
| "learning_rate": 0.0001934564464599461, | |
| "loss": 0.37073755264282227, | |
| "num_input_tokens_seen": 496182, | |
| "step": 150, | |
| "train_runtime": 911.4473, | |
| "train_tokens_per_second": 544.389 | |
| }, | |
| { | |
| "epoch": 1.2096774193548387, | |
| "eval_loss": 2.5809271335601807, | |
| "eval_runtime": 12.2545, | |
| "eval_samples_per_second": 4.243, | |
| "eval_steps_per_second": 2.122, | |
| "num_input_tokens_seen": 496182, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 1.217741935483871, | |
| "grad_norm": 0.6077068448066711, | |
| "learning_rate": 0.00019336563735446446, | |
| "loss": 0.46918922662734985, | |
| "num_input_tokens_seen": 499482, | |
| "step": 151, | |
| "train_runtime": 946.9561, | |
| "train_tokens_per_second": 527.461 | |
| }, | |
| { | |
| "epoch": 1.2258064516129032, | |
| "grad_norm": 0.5957709550857544, | |
| "learning_rate": 0.00019327422408801744, | |
| "loss": 0.43228402733802795, | |
| "num_input_tokens_seen": 502832, | |
| "step": 152, | |
| "train_runtime": 951.617, | |
| "train_tokens_per_second": 528.397 | |
| }, | |
| { | |
| "epoch": 1.2338709677419355, | |
| "grad_norm": 0.5242084264755249, | |
| "learning_rate": 0.0001931822072521323, | |
| "loss": 0.40411657094955444, | |
| "num_input_tokens_seen": 506196, | |
| "step": 153, | |
| "train_runtime": 956.5068, | |
| "train_tokens_per_second": 529.213 | |
| }, | |
| { | |
| "epoch": 1.2419354838709677, | |
| "grad_norm": 0.6395658254623413, | |
| "learning_rate": 0.00019308958744224217, | |
| "loss": 0.41684025526046753, | |
| "num_input_tokens_seen": 509348, | |
| "step": 154, | |
| "train_runtime": 961.0623, | |
| "train_tokens_per_second": 529.984 | |
| }, | |
| { | |
| "epoch": 1.25, | |
| "grad_norm": 0.5764552354812622, | |
| "learning_rate": 0.00019299636525768173, | |
| "loss": 0.42104196548461914, | |
| "num_input_tokens_seen": 512728, | |
| "step": 155, | |
| "train_runtime": 966.1691, | |
| "train_tokens_per_second": 530.681 | |
| }, | |
| { | |
| "epoch": 1.2580645161290323, | |
| "grad_norm": 0.6039356589317322, | |
| "learning_rate": 0.00019290254130168374, | |
| "loss": 0.41675058007240295, | |
| "num_input_tokens_seen": 516078, | |
| "step": 156, | |
| "train_runtime": 971.2647, | |
| "train_tokens_per_second": 531.346 | |
| }, | |
| { | |
| "epoch": 1.2661290322580645, | |
| "grad_norm": 0.5306972861289978, | |
| "learning_rate": 0.00019280811618137484, | |
| "loss": 0.44224196672439575, | |
| "num_input_tokens_seen": 519482, | |
| "step": 157, | |
| "train_runtime": 976.5865, | |
| "train_tokens_per_second": 531.936 | |
| }, | |
| { | |
| "epoch": 1.2741935483870968, | |
| "grad_norm": 0.5725175142288208, | |
| "learning_rate": 0.00019271309050777183, | |
| "loss": 0.4407888650894165, | |
| "num_input_tokens_seen": 522758, | |
| "step": 158, | |
| "train_runtime": 981.664, | |
| "train_tokens_per_second": 532.522 | |
| }, | |
| { | |
| "epoch": 1.282258064516129, | |
| "grad_norm": 0.5713056921958923, | |
| "learning_rate": 0.00019261746489577765, | |
| "loss": 0.4012797474861145, | |
| "num_input_tokens_seen": 525784, | |
| "step": 159, | |
| "train_runtime": 986.2122, | |
| "train_tokens_per_second": 533.135 | |
| }, | |
| { | |
| "epoch": 1.2903225806451613, | |
| "grad_norm": 0.4923282265663147, | |
| "learning_rate": 0.00019252123996417738, | |
| "loss": 0.3848939836025238, | |
| "num_input_tokens_seen": 529130, | |
| "step": 160, | |
| "train_runtime": 991.1125, | |
| "train_tokens_per_second": 533.875 | |
| }, | |
| { | |
| "epoch": 1.2983870967741935, | |
| "grad_norm": 0.5265042185783386, | |
| "learning_rate": 0.00019242441633563417, | |
| "loss": 0.4451833665370941, | |
| "num_input_tokens_seen": 532308, | |
| "step": 161, | |
| "train_runtime": 995.6839, | |
| "train_tokens_per_second": 534.615 | |
| }, | |
| { | |
| "epoch": 1.3064516129032258, | |
| "grad_norm": 0.499607652425766, | |
| "learning_rate": 0.00019232699463668542, | |
| "loss": 0.37897300720214844, | |
| "num_input_tokens_seen": 535662, | |
| "step": 162, | |
| "train_runtime": 1000.3675, | |
| "train_tokens_per_second": 535.465 | |
| }, | |
| { | |
| "epoch": 1.314516129032258, | |
| "grad_norm": 0.6007817983627319, | |
| "learning_rate": 0.00019222897549773848, | |
| "loss": 0.40716710686683655, | |
| "num_input_tokens_seen": 539056, | |
| "step": 163, | |
| "train_runtime": 1005.1457, | |
| "train_tokens_per_second": 536.296 | |
| }, | |
| { | |
| "epoch": 1.3225806451612903, | |
| "grad_norm": 0.5382058620452881, | |
| "learning_rate": 0.0001921303595530667, | |
| "loss": 0.3810466527938843, | |
| "num_input_tokens_seen": 542450, | |
| "step": 164, | |
| "train_runtime": 1009.817, | |
| "train_tokens_per_second": 537.177 | |
| }, | |
| { | |
| "epoch": 1.3306451612903225, | |
| "grad_norm": 0.7238770127296448, | |
| "learning_rate": 0.00019203114744080542, | |
| "loss": 0.48473918437957764, | |
| "num_input_tokens_seen": 545796, | |
| "step": 165, | |
| "train_runtime": 1014.3995, | |
| "train_tokens_per_second": 538.048 | |
| }, | |
| { | |
| "epoch": 1.3387096774193548, | |
| "grad_norm": 0.6477717757225037, | |
| "learning_rate": 0.0001919313398029475, | |
| "loss": 0.44077277183532715, | |
| "num_input_tokens_seen": 548960, | |
| "step": 166, | |
| "train_runtime": 1018.9076, | |
| "train_tokens_per_second": 538.773 | |
| }, | |
| { | |
| "epoch": 1.346774193548387, | |
| "grad_norm": 0.5776754021644592, | |
| "learning_rate": 0.00019183093728533966, | |
| "loss": 0.428521066904068, | |
| "num_input_tokens_seen": 552310, | |
| "step": 167, | |
| "train_runtime": 1023.4907, | |
| "train_tokens_per_second": 539.634 | |
| }, | |
| { | |
| "epoch": 1.3548387096774195, | |
| "grad_norm": 0.589496910572052, | |
| "learning_rate": 0.00019172994053767784, | |
| "loss": 0.44079262018203735, | |
| "num_input_tokens_seen": 555660, | |
| "step": 168, | |
| "train_runtime": 1028.1528, | |
| "train_tokens_per_second": 540.445 | |
| }, | |
| { | |
| "epoch": 1.3629032258064515, | |
| "grad_norm": 0.5510254502296448, | |
| "learning_rate": 0.0001916283502135033, | |
| "loss": 0.4306449592113495, | |
| "num_input_tokens_seen": 558942, | |
| "step": 169, | |
| "train_runtime": 1032.8701, | |
| "train_tokens_per_second": 541.154 | |
| }, | |
| { | |
| "epoch": 1.370967741935484, | |
| "grad_norm": 0.6984896063804626, | |
| "learning_rate": 0.00019152616697019822, | |
| "loss": 0.4740030765533447, | |
| "num_input_tokens_seen": 561914, | |
| "step": 170, | |
| "train_runtime": 1037.1046, | |
| "train_tokens_per_second": 541.81 | |
| }, | |
| { | |
| "epoch": 1.379032258064516, | |
| "grad_norm": 0.5186349153518677, | |
| "learning_rate": 0.0001914233914689815, | |
| "loss": 0.46226799488067627, | |
| "num_input_tokens_seen": 565128, | |
| "step": 171, | |
| "train_runtime": 1041.8057, | |
| "train_tokens_per_second": 542.45 | |
| }, | |
| { | |
| "epoch": 1.3870967741935485, | |
| "grad_norm": 0.6191644668579102, | |
| "learning_rate": 0.00019132002437490458, | |
| "loss": 0.4157659709453583, | |
| "num_input_tokens_seen": 568492, | |
| "step": 172, | |
| "train_runtime": 1046.6025, | |
| "train_tokens_per_second": 543.179 | |
| }, | |
| { | |
| "epoch": 1.3951612903225805, | |
| "grad_norm": 0.5917848944664001, | |
| "learning_rate": 0.00019121606635684696, | |
| "loss": 0.4816833436489105, | |
| "num_input_tokens_seen": 571838, | |
| "step": 173, | |
| "train_runtime": 1051.4773, | |
| "train_tokens_per_second": 543.842 | |
| }, | |
| { | |
| "epoch": 1.403225806451613, | |
| "grad_norm": 0.4845684766769409, | |
| "learning_rate": 0.00019111151808751196, | |
| "loss": 0.3603062629699707, | |
| "num_input_tokens_seen": 575172, | |
| "step": 174, | |
| "train_runtime": 1056.4402, | |
| "train_tokens_per_second": 544.444 | |
| }, | |
| { | |
| "epoch": 1.4112903225806452, | |
| "grad_norm": 0.6082286238670349, | |
| "learning_rate": 0.00019100638024342244, | |
| "loss": 0.4300457835197449, | |
| "num_input_tokens_seen": 578472, | |
| "step": 175, | |
| "train_runtime": 1061.2665, | |
| "train_tokens_per_second": 545.077 | |
| }, | |
| { | |
| "epoch": 1.4193548387096775, | |
| "grad_norm": 0.5522608160972595, | |
| "learning_rate": 0.00019090065350491626, | |
| "loss": 0.41547319293022156, | |
| "num_input_tokens_seen": 581854, | |
| "step": 176, | |
| "train_runtime": 1066.3155, | |
| "train_tokens_per_second": 545.668 | |
| }, | |
| { | |
| "epoch": 1.4274193548387097, | |
| "grad_norm": 0.553947925567627, | |
| "learning_rate": 0.00019079433855614201, | |
| "loss": 0.4243569076061249, | |
| "num_input_tokens_seen": 585240, | |
| "step": 177, | |
| "train_runtime": 1071.1687, | |
| "train_tokens_per_second": 546.356 | |
| }, | |
| { | |
| "epoch": 1.435483870967742, | |
| "grad_norm": 0.7811908721923828, | |
| "learning_rate": 0.00019068743608505455, | |
| "loss": 0.46935024857521057, | |
| "num_input_tokens_seen": 588466, | |
| "step": 178, | |
| "train_runtime": 1075.7542, | |
| "train_tokens_per_second": 547.026 | |
| }, | |
| { | |
| "epoch": 1.4435483870967742, | |
| "grad_norm": 0.6735747456550598, | |
| "learning_rate": 0.0001905799467834105, | |
| "loss": 0.4160788357257843, | |
| "num_input_tokens_seen": 591716, | |
| "step": 179, | |
| "train_runtime": 1080.4651, | |
| "train_tokens_per_second": 547.649 | |
| }, | |
| { | |
| "epoch": 1.4516129032258065, | |
| "grad_norm": 0.563190221786499, | |
| "learning_rate": 0.00019047187134676387, | |
| "loss": 0.4146038293838501, | |
| "num_input_tokens_seen": 595124, | |
| "step": 180, | |
| "train_runtime": 1085.2463, | |
| "train_tokens_per_second": 548.377 | |
| }, | |
| { | |
| "epoch": 1.4516129032258065, | |
| "eval_loss": 2.515367269515991, | |
| "eval_runtime": 12.2457, | |
| "eval_samples_per_second": 4.246, | |
| "eval_steps_per_second": 2.123, | |
| "num_input_tokens_seen": 595124, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 1.4596774193548387, | |
| "grad_norm": 0.5683964490890503, | |
| "learning_rate": 0.0001903632104744614, | |
| "loss": 0.4067952334880829, | |
| "num_input_tokens_seen": 598560, | |
| "step": 181, | |
| "train_runtime": 1121.3958, | |
| "train_tokens_per_second": 533.763 | |
| }, | |
| { | |
| "epoch": 1.467741935483871, | |
| "grad_norm": 0.7010737061500549, | |
| "learning_rate": 0.00019025396486963827, | |
| "loss": 0.47173696756362915, | |
| "num_input_tokens_seen": 601832, | |
| "step": 182, | |
| "train_runtime": 1125.8583, | |
| "train_tokens_per_second": 534.554 | |
| }, | |
| { | |
| "epoch": 1.4758064516129032, | |
| "grad_norm": 0.5702352523803711, | |
| "learning_rate": 0.0001901441352392133, | |
| "loss": 0.45567232370376587, | |
| "num_input_tokens_seen": 605124, | |
| "step": 183, | |
| "train_runtime": 1130.613, | |
| "train_tokens_per_second": 535.218 | |
| }, | |
| { | |
| "epoch": 1.4838709677419355, | |
| "grad_norm": 0.5321019291877747, | |
| "learning_rate": 0.00019003372229388452, | |
| "loss": 0.44429701566696167, | |
| "num_input_tokens_seen": 608550, | |
| "step": 184, | |
| "train_runtime": 1135.4582, | |
| "train_tokens_per_second": 535.951 | |
| }, | |
| { | |
| "epoch": 1.4919354838709677, | |
| "grad_norm": 0.5422691106796265, | |
| "learning_rate": 0.0001899227267481246, | |
| "loss": 0.4688451588153839, | |
| "num_input_tokens_seen": 611912, | |
| "step": 185, | |
| "train_runtime": 1140.4185, | |
| "train_tokens_per_second": 536.568 | |
| }, | |
| { | |
| "epoch": 1.5, | |
| "grad_norm": 0.5946955680847168, | |
| "learning_rate": 0.00018981114932017609, | |
| "loss": 0.4600903391838074, | |
| "num_input_tokens_seen": 615114, | |
| "step": 186, | |
| "train_runtime": 1145.289, | |
| "train_tokens_per_second": 537.082 | |
| }, | |
| { | |
| "epoch": 1.5080645161290323, | |
| "grad_norm": 0.5127443075180054, | |
| "learning_rate": 0.00018969899073204686, | |
| "loss": 0.3844794034957886, | |
| "num_input_tokens_seen": 618532, | |
| "step": 187, | |
| "train_runtime": 1150.4096, | |
| "train_tokens_per_second": 537.662 | |
| }, | |
| { | |
| "epoch": 1.5161290322580645, | |
| "grad_norm": 0.592376172542572, | |
| "learning_rate": 0.00018958625170950545, | |
| "loss": 0.4546698033809662, | |
| "num_input_tokens_seen": 621584, | |
| "step": 188, | |
| "train_runtime": 1155.2548, | |
| "train_tokens_per_second": 538.049 | |
| }, | |
| { | |
| "epoch": 1.5241935483870968, | |
| "grad_norm": 0.5506513714790344, | |
| "learning_rate": 0.00018947293298207635, | |
| "loss": 0.45888251066207886, | |
| "num_input_tokens_seen": 624890, | |
| "step": 189, | |
| "train_runtime": 1160.301, | |
| "train_tokens_per_second": 538.559 | |
| }, | |
| { | |
| "epoch": 1.532258064516129, | |
| "grad_norm": 0.7385762929916382, | |
| "learning_rate": 0.00018935903528303523, | |
| "loss": 0.47872915863990784, | |
| "num_input_tokens_seen": 627898, | |
| "step": 190, | |
| "train_runtime": 1164.9125, | |
| "train_tokens_per_second": 539.009 | |
| }, | |
| { | |
| "epoch": 1.5403225806451613, | |
| "grad_norm": 0.48639681935310364, | |
| "learning_rate": 0.0001892445593494042, | |
| "loss": 0.3977377414703369, | |
| "num_input_tokens_seen": 631260, | |
| "step": 191, | |
| "train_runtime": 1169.8778, | |
| "train_tokens_per_second": 539.595 | |
| }, | |
| { | |
| "epoch": 1.5483870967741935, | |
| "grad_norm": 0.5805647969245911, | |
| "learning_rate": 0.0001891295059219472, | |
| "loss": 0.4197312593460083, | |
| "num_input_tokens_seen": 634598, | |
| "step": 192, | |
| "train_runtime": 1174.6329, | |
| "train_tokens_per_second": 540.252 | |
| }, | |
| { | |
| "epoch": 1.5564516129032258, | |
| "grad_norm": 0.55940842628479, | |
| "learning_rate": 0.00018901387574516497, | |
| "loss": 0.45023104548454285, | |
| "num_input_tokens_seen": 637776, | |
| "step": 193, | |
| "train_runtime": 1179.3065, | |
| "train_tokens_per_second": 540.806 | |
| }, | |
| { | |
| "epoch": 1.564516129032258, | |
| "grad_norm": 0.5386122465133667, | |
| "learning_rate": 0.00018889766956729044, | |
| "loss": 0.4272036850452423, | |
| "num_input_tokens_seen": 641100, | |
| "step": 194, | |
| "train_runtime": 1183.9205, | |
| "train_tokens_per_second": 541.506 | |
| }, | |
| { | |
| "epoch": 1.5725806451612905, | |
| "grad_norm": 0.5532417297363281, | |
| "learning_rate": 0.00018878088814028364, | |
| "loss": 0.40990498661994934, | |
| "num_input_tokens_seen": 644472, | |
| "step": 195, | |
| "train_runtime": 1188.6266, | |
| "train_tokens_per_second": 542.199 | |
| }, | |
| { | |
| "epoch": 1.5806451612903225, | |
| "grad_norm": 0.5226889252662659, | |
| "learning_rate": 0.00018866353221982718, | |
| "loss": 0.3513818383216858, | |
| "num_input_tokens_seen": 647738, | |
| "step": 196, | |
| "train_runtime": 1193.3282, | |
| "train_tokens_per_second": 542.8 | |
| }, | |
| { | |
| "epoch": 1.588709677419355, | |
| "grad_norm": 0.6106642484664917, | |
| "learning_rate": 0.000188545602565321, | |
| "loss": 0.4655504822731018, | |
| "num_input_tokens_seen": 651030, | |
| "step": 197, | |
| "train_runtime": 1197.831, | |
| "train_tokens_per_second": 543.507 | |
| }, | |
| { | |
| "epoch": 1.596774193548387, | |
| "grad_norm": 0.6960707902908325, | |
| "learning_rate": 0.00018842709993987776, | |
| "loss": 0.46613919734954834, | |
| "num_input_tokens_seen": 654362, | |
| "step": 198, | |
| "train_runtime": 1202.5116, | |
| "train_tokens_per_second": 544.163 | |
| }, | |
| { | |
| "epoch": 1.6048387096774195, | |
| "grad_norm": 0.6360778212547302, | |
| "learning_rate": 0.00018830802511031762, | |
| "loss": 0.40627503395080566, | |
| "num_input_tokens_seen": 657668, | |
| "step": 199, | |
| "train_runtime": 1207.1242, | |
| "train_tokens_per_second": 544.822 | |
| }, | |
| { | |
| "epoch": 1.6129032258064515, | |
| "grad_norm": 0.5545072555541992, | |
| "learning_rate": 0.0001881883788471636, | |
| "loss": 0.4130961298942566, | |
| "num_input_tokens_seen": 661006, | |
| "step": 200, | |
| "train_runtime": 1211.7449, | |
| "train_tokens_per_second": 545.499 | |
| }, | |
| { | |
| "epoch": 1.620967741935484, | |
| "grad_norm": 0.5094169974327087, | |
| "learning_rate": 0.00018806816192463625, | |
| "loss": 0.40930330753326416, | |
| "num_input_tokens_seen": 664466, | |
| "step": 201, | |
| "train_runtime": 1216.6247, | |
| "train_tokens_per_second": 546.155 | |
| }, | |
| { | |
| "epoch": 1.629032258064516, | |
| "grad_norm": 0.6566628813743591, | |
| "learning_rate": 0.0001879473751206489, | |
| "loss": 0.4623265266418457, | |
| "num_input_tokens_seen": 667634, | |
| "step": 202, | |
| "train_runtime": 1221.1278, | |
| "train_tokens_per_second": 546.736 | |
| }, | |
| { | |
| "epoch": 1.6370967741935485, | |
| "grad_norm": 0.542569100856781, | |
| "learning_rate": 0.00018782601921680256, | |
| "loss": 0.44509240984916687, | |
| "num_input_tokens_seen": 671080, | |
| "step": 203, | |
| "train_runtime": 1225.9964, | |
| "train_tokens_per_second": 547.375 | |
| }, | |
| { | |
| "epoch": 1.6451612903225805, | |
| "grad_norm": 0.628744900226593, | |
| "learning_rate": 0.00018770409499838073, | |
| "loss": 0.4878479540348053, | |
| "num_input_tokens_seen": 674508, | |
| "step": 204, | |
| "train_runtime": 1230.9685, | |
| "train_tokens_per_second": 547.949 | |
| }, | |
| { | |
| "epoch": 1.653225806451613, | |
| "grad_norm": 0.558655858039856, | |
| "learning_rate": 0.0001875816032543445, | |
| "loss": 0.41668811440467834, | |
| "num_input_tokens_seen": 677700, | |
| "step": 205, | |
| "train_runtime": 1235.5957, | |
| "train_tokens_per_second": 548.48 | |
| }, | |
| { | |
| "epoch": 1.661290322580645, | |
| "grad_norm": 0.5680912137031555, | |
| "learning_rate": 0.00018745854477732733, | |
| "loss": 0.42818352580070496, | |
| "num_input_tokens_seen": 680978, | |
| "step": 206, | |
| "train_runtime": 1240.4198, | |
| "train_tokens_per_second": 548.99 | |
| }, | |
| { | |
| "epoch": 1.6693548387096775, | |
| "grad_norm": 0.5377702713012695, | |
| "learning_rate": 0.00018733492036363005, | |
| "loss": 0.4158581495285034, | |
| "num_input_tokens_seen": 684328, | |
| "step": 207, | |
| "train_runtime": 1245.2876, | |
| "train_tokens_per_second": 549.534 | |
| }, | |
| { | |
| "epoch": 1.6774193548387095, | |
| "grad_norm": 0.5735633969306946, | |
| "learning_rate": 0.0001872107308132155, | |
| "loss": 0.4311006963253021, | |
| "num_input_tokens_seen": 687676, | |
| "step": 208, | |
| "train_runtime": 1250.0579, | |
| "train_tokens_per_second": 550.115 | |
| }, | |
| { | |
| "epoch": 1.685483870967742, | |
| "grad_norm": 0.5267180800437927, | |
| "learning_rate": 0.00018708597692970353, | |
| "loss": 0.38378968834877014, | |
| "num_input_tokens_seen": 691000, | |
| "step": 209, | |
| "train_runtime": 1254.9146, | |
| "train_tokens_per_second": 550.635 | |
| }, | |
| { | |
| "epoch": 1.6935483870967742, | |
| "grad_norm": 0.693577766418457, | |
| "learning_rate": 0.00018696065952036571, | |
| "loss": 0.46765580773353577, | |
| "num_input_tokens_seen": 694156, | |
| "step": 210, | |
| "train_runtime": 1259.4417, | |
| "train_tokens_per_second": 551.162 | |
| }, | |
| { | |
| "epoch": 1.6935483870967742, | |
| "eval_loss": 2.4968807697296143, | |
| "eval_runtime": 12.2486, | |
| "eval_samples_per_second": 4.245, | |
| "eval_steps_per_second": 2.123, | |
| "num_input_tokens_seen": 694156, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 1.7016129032258065, | |
| "grad_norm": 0.5160212516784668, | |
| "learning_rate": 0.00018683477939612021, | |
| "loss": 0.383802592754364, | |
| "num_input_tokens_seen": 697510, | |
| "step": 211, | |
| "train_runtime": 1296.5517, | |
| "train_tokens_per_second": 537.973 | |
| }, | |
| { | |
| "epoch": 1.7096774193548387, | |
| "grad_norm": 0.5070053935050964, | |
| "learning_rate": 0.0001867083373715264, | |
| "loss": 0.39444947242736816, | |
| "num_input_tokens_seen": 700884, | |
| "step": 212, | |
| "train_runtime": 1301.2787, | |
| "train_tokens_per_second": 538.612 | |
| }, | |
| { | |
| "epoch": 1.717741935483871, | |
| "grad_norm": 0.6223205327987671, | |
| "learning_rate": 0.00018658133426477965, | |
| "loss": 0.4722726345062256, | |
| "num_input_tokens_seen": 704288, | |
| "step": 213, | |
| "train_runtime": 1306.1565, | |
| "train_tokens_per_second": 539.206 | |
| }, | |
| { | |
| "epoch": 1.7258064516129032, | |
| "grad_norm": 0.6386722326278687, | |
| "learning_rate": 0.00018645377089770616, | |
| "loss": 0.40639519691467285, | |
| "num_input_tokens_seen": 707404, | |
| "step": 214, | |
| "train_runtime": 1310.6997, | |
| "train_tokens_per_second": 539.715 | |
| }, | |
| { | |
| "epoch": 1.7338709677419355, | |
| "grad_norm": 0.5457852482795715, | |
| "learning_rate": 0.00018632564809575742, | |
| "loss": 0.40314507484436035, | |
| "num_input_tokens_seen": 710738, | |
| "step": 215, | |
| "train_runtime": 1315.6988, | |
| "train_tokens_per_second": 540.198 | |
| }, | |
| { | |
| "epoch": 1.7419354838709677, | |
| "grad_norm": 0.6622642278671265, | |
| "learning_rate": 0.00018619696668800492, | |
| "loss": 0.4788181185722351, | |
| "num_input_tokens_seen": 714052, | |
| "step": 216, | |
| "train_runtime": 1320.6297, | |
| "train_tokens_per_second": 540.691 | |
| }, | |
| { | |
| "epoch": 1.75, | |
| "grad_norm": 0.5140097737312317, | |
| "learning_rate": 0.00018606772750713504, | |
| "loss": 0.4071129262447357, | |
| "num_input_tokens_seen": 717406, | |
| "step": 217, | |
| "train_runtime": 1325.7428, | |
| "train_tokens_per_second": 541.135 | |
| }, | |
| { | |
| "epoch": 1.7580645161290323, | |
| "grad_norm": 0.5269467830657959, | |
| "learning_rate": 0.00018593793138944328, | |
| "loss": 0.4001181721687317, | |
| "num_input_tokens_seen": 720724, | |
| "step": 218, | |
| "train_runtime": 1330.8634, | |
| "train_tokens_per_second": 541.546 | |
| }, | |
| { | |
| "epoch": 1.7661290322580645, | |
| "grad_norm": 0.6335601806640625, | |
| "learning_rate": 0.0001858075791748291, | |
| "loss": 0.5110459923744202, | |
| "num_input_tokens_seen": 724156, | |
| "step": 219, | |
| "train_runtime": 1335.9177, | |
| "train_tokens_per_second": 542.066 | |
| }, | |
| { | |
| "epoch": 1.7741935483870968, | |
| "grad_norm": 0.5240700840950012, | |
| "learning_rate": 0.0001856766717067904, | |
| "loss": 0.42234110832214355, | |
| "num_input_tokens_seen": 727386, | |
| "step": 220, | |
| "train_runtime": 1340.9375, | |
| "train_tokens_per_second": 542.446 | |
| }, | |
| { | |
| "epoch": 1.782258064516129, | |
| "grad_norm": 0.4940207898616791, | |
| "learning_rate": 0.00018554520983241814, | |
| "loss": 0.40678343176841736, | |
| "num_input_tokens_seen": 730576, | |
| "step": 221, | |
| "train_runtime": 1345.6557, | |
| "train_tokens_per_second": 542.914 | |
| }, | |
| { | |
| "epoch": 1.7903225806451613, | |
| "grad_norm": 0.4842962324619293, | |
| "learning_rate": 0.00018541319440239066, | |
| "loss": 0.37585100531578064, | |
| "num_input_tokens_seen": 734042, | |
| "step": 222, | |
| "train_runtime": 1350.5324, | |
| "train_tokens_per_second": 543.52 | |
| }, | |
| { | |
| "epoch": 1.7983870967741935, | |
| "grad_norm": 0.5687828660011292, | |
| "learning_rate": 0.00018528062627096845, | |
| "loss": 0.4230225086212158, | |
| "num_input_tokens_seen": 737388, | |
| "step": 223, | |
| "train_runtime": 1355.36, | |
| "train_tokens_per_second": 544.053 | |
| }, | |
| { | |
| "epoch": 1.8064516129032258, | |
| "grad_norm": 0.5137950778007507, | |
| "learning_rate": 0.0001851475062959884, | |
| "loss": 0.4101966619491577, | |
| "num_input_tokens_seen": 740714, | |
| "step": 224, | |
| "train_runtime": 1359.9896, | |
| "train_tokens_per_second": 544.647 | |
| }, | |
| { | |
| "epoch": 1.814516129032258, | |
| "grad_norm": 0.5618765950202942, | |
| "learning_rate": 0.00018501383533885837, | |
| "loss": 0.3829328417778015, | |
| "num_input_tokens_seen": 743952, | |
| "step": 225, | |
| "train_runtime": 1364.615, | |
| "train_tokens_per_second": 545.174 | |
| }, | |
| { | |
| "epoch": 1.8225806451612905, | |
| "grad_norm": 0.6131100058555603, | |
| "learning_rate": 0.00018487961426455157, | |
| "loss": 0.4687027335166931, | |
| "num_input_tokens_seen": 747324, | |
| "step": 226, | |
| "train_runtime": 1369.3307, | |
| "train_tokens_per_second": 545.759 | |
| }, | |
| { | |
| "epoch": 1.8306451612903225, | |
| "grad_norm": 0.6085920929908752, | |
| "learning_rate": 0.0001847448439416009, | |
| "loss": 0.4704275131225586, | |
| "num_input_tokens_seen": 750660, | |
| "step": 227, | |
| "train_runtime": 1373.9767, | |
| "train_tokens_per_second": 546.341 | |
| }, | |
| { | |
| "epoch": 1.838709677419355, | |
| "grad_norm": 0.682384192943573, | |
| "learning_rate": 0.00018460952524209355, | |
| "loss": 0.4709826111793518, | |
| "num_input_tokens_seen": 753890, | |
| "step": 228, | |
| "train_runtime": 1378.611, | |
| "train_tokens_per_second": 546.848 | |
| }, | |
| { | |
| "epoch": 1.846774193548387, | |
| "grad_norm": 0.6233918070793152, | |
| "learning_rate": 0.0001844736590416651, | |
| "loss": 0.41492459177970886, | |
| "num_input_tokens_seen": 757196, | |
| "step": 229, | |
| "train_runtime": 1383.1991, | |
| "train_tokens_per_second": 547.424 | |
| }, | |
| { | |
| "epoch": 1.8548387096774195, | |
| "grad_norm": 0.6080527305603027, | |
| "learning_rate": 0.00018433724621949392, | |
| "loss": 0.41505876183509827, | |
| "num_input_tokens_seen": 760606, | |
| "step": 230, | |
| "train_runtime": 1387.9745, | |
| "train_tokens_per_second": 547.997 | |
| }, | |
| { | |
| "epoch": 1.8629032258064515, | |
| "grad_norm": 0.5890636444091797, | |
| "learning_rate": 0.00018420028765829568, | |
| "loss": 0.4203844964504242, | |
| "num_input_tokens_seen": 763910, | |
| "step": 231, | |
| "train_runtime": 1392.7824, | |
| "train_tokens_per_second": 548.478 | |
| }, | |
| { | |
| "epoch": 1.870967741935484, | |
| "grad_norm": 0.5636559724807739, | |
| "learning_rate": 0.00018406278424431736, | |
| "loss": 0.44402995705604553, | |
| "num_input_tokens_seen": 767166, | |
| "step": 232, | |
| "train_runtime": 1397.3628, | |
| "train_tokens_per_second": 549.01 | |
| }, | |
| { | |
| "epoch": 1.879032258064516, | |
| "grad_norm": 0.5407444834709167, | |
| "learning_rate": 0.00018392473686733163, | |
| "loss": 0.43737179040908813, | |
| "num_input_tokens_seen": 770592, | |
| "step": 233, | |
| "train_runtime": 1402.2872, | |
| "train_tokens_per_second": 549.525 | |
| }, | |
| { | |
| "epoch": 1.8870967741935485, | |
| "grad_norm": 0.6623079776763916, | |
| "learning_rate": 0.00018378614642063115, | |
| "loss": 0.4496549367904663, | |
| "num_input_tokens_seen": 773594, | |
| "step": 234, | |
| "train_runtime": 1406.7685, | |
| "train_tokens_per_second": 549.909 | |
| }, | |
| { | |
| "epoch": 1.8951612903225805, | |
| "grad_norm": 0.676179826259613, | |
| "learning_rate": 0.00018364701380102266, | |
| "loss": 0.4767211973667145, | |
| "num_input_tokens_seen": 776592, | |
| "step": 235, | |
| "train_runtime": 1411.1241, | |
| "train_tokens_per_second": 550.336 | |
| }, | |
| { | |
| "epoch": 1.903225806451613, | |
| "grad_norm": 0.5864387154579163, | |
| "learning_rate": 0.0001835073399088214, | |
| "loss": 0.4903409779071808, | |
| "num_input_tokens_seen": 779942, | |
| "step": 236, | |
| "train_runtime": 1416.1385, | |
| "train_tokens_per_second": 550.753 | |
| }, | |
| { | |
| "epoch": 1.911290322580645, | |
| "grad_norm": 0.4824385643005371, | |
| "learning_rate": 0.00018336712564784503, | |
| "loss": 0.4071444869041443, | |
| "num_input_tokens_seen": 783252, | |
| "step": 237, | |
| "train_runtime": 1420.8937, | |
| "train_tokens_per_second": 551.239 | |
| }, | |
| { | |
| "epoch": 1.9193548387096775, | |
| "grad_norm": 0.5865503549575806, | |
| "learning_rate": 0.00018322637192540785, | |
| "loss": 0.4477483034133911, | |
| "num_input_tokens_seen": 786556, | |
| "step": 238, | |
| "train_runtime": 1425.6472, | |
| "train_tokens_per_second": 551.719 | |
| }, | |
| { | |
| "epoch": 1.9274193548387095, | |
| "grad_norm": 0.6280811429023743, | |
| "learning_rate": 0.00018308507965231508, | |
| "loss": 0.4521775245666504, | |
| "num_input_tokens_seen": 789882, | |
| "step": 239, | |
| "train_runtime": 1430.4668, | |
| "train_tokens_per_second": 552.185 | |
| }, | |
| { | |
| "epoch": 1.935483870967742, | |
| "grad_norm": 0.5393728613853455, | |
| "learning_rate": 0.00018294324974285677, | |
| "loss": 0.3891618549823761, | |
| "num_input_tokens_seen": 793254, | |
| "step": 240, | |
| "train_runtime": 1435.2181, | |
| "train_tokens_per_second": 552.706 | |
| }, | |
| { | |
| "epoch": 1.935483870967742, | |
| "eval_loss": 2.3643229007720947, | |
| "eval_runtime": 12.1283, | |
| "eval_samples_per_second": 4.287, | |
| "eval_steps_per_second": 2.144, | |
| "num_input_tokens_seen": 793254, | |
| "step": 240 | |
| } | |
| ], | |
| "logging_steps": 1, | |
| "max_steps": 1240, | |
| "num_input_tokens_seen": 793254, | |
| "num_train_epochs": 10, | |
| "save_steps": 30, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 1.1879165274109056e+16, | |
| "train_batch_size": 2, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |