id
string
repo_id
string
metric
string
board_value
float64
board_bpb
float64
rebench_value
float64
rebench_bpb
float64
correct_value
float64
correct_bpb
float64
bpt_factor_wrong
float64
bpt_factor_correct
float64
raw_text_bytes
int64
token_count
int64
tokenizer
string
note
string
verified
bool
delta
float64
protocol
string
card_claim
string
header_total
int64
tied_copy_subtracted
int64
vocab_size
int64
hidden_size
int64
result
string
param_count
int64
ppl_tinystories_valid_2000
float64
ppl_wikitext2_test
float64
test_loss
float64
test_perplexity
float64
test_tokens
int64
gollem-v5-64m-byteppl
SlayerLab/gollem-v5-ckpts
wikitext2_byte_ppl
2.016
1.012
2.37
1.245
2.372
1.246
4.755
3.8605
1,292,008
334,674
BPE-12288
Card's 2.016/1.012 used a wrong bytes-per-token factor (4.755). Correct BPT = raw_bytes/tokens = 3.8605, giving byte_ppl 2.372 / BPB 1.246, matching an independent re-benchmark (decode-each-token-to-UTF8 = 3.864 BPT). Verified 2026-09-25.
true
null
null
null
null
null
null
null
null
null
null
null
null
null
null
gollem-v5-64m-arc-control
SlayerLab/gollem-v5-ckpts
arc_easy
47.94
null
47.94
null
null
null
null
null
null
null
null
ARC-Easy matched to 2 decimals = load control proving checkpoint loads + loglikelihood scoring sound. BLiMP gap (77.84 vs 75.99) and WikiText gap are convention differences, not load bugs.
true
0
bare-prompt, 256-token clip (Glint board)
null
null
null
null
null
null
null
null
null
null
null
null
gollem-v5-64m-blimp
SlayerLab/gollem-v5-ckpts
blimp
77.84
null
75.99
null
null
null
null
null
null
null
null
Re-benchmark used bare-prompt 256-clip protocol. Gap attributed to harness scoring difference; board defers to its documented protocol. Honest eff ~75.9 (not 77.51).
true
-1.85
null
null
null
null
null
null
null
null
null
null
null
null
null
anka-50m-tied-dedup
Melih1234/ANKA-50M-RMW3
param_count
null
null
null
null
null
null
null
null
null
null
null
Card unique count = header total minus one tied-embedding copy (16384x512=8,388,608). Exact. 199 BF16 tensors.
true
null
null
48,944,657 unique
57,333,265
8,388,608
16,384
512
clean
null
null
null
null
null
null
nexi-g1-ppl
aksern/nexi-g1
perplexity
null
null
null
null
null
null
null
null
null
null
null
GPT-2 BPE (vocab 50257). TinyStories ppl (43.6) is in-distribution; WikiText2 ppl (157.5) is a distribution mismatch (training mix = wikipedia/imdb/marketing/4chan), not a bug. TinyStories eval used first 2000 of 21990 valid rows (subset).
true
null
null
null
null
null
50,257
null
null
30,339,456
43.56
157.53
null
null
null
char-gpt-1.2m-heldout
Compactbot/char-gpt-1.2m
heldout_perplexity
null
null
null
null
null
null
null
null
null
null
null
Char-level LM (65-char vocab, TinyStories). Full held-out test split scored with next-token CE. Card's earlier val 1.9046 was a single-epoch 60-batch sample; corrected to full-split 4.21. Char models that cannot read benchmark text should report held-out PPL, not a forced suite score.
true
null
null
null
null
null
65
null
null
1,216,000
null
null
1.4369
4.21
49,674