view post Post 9708 BOOOOM: Today I'm dropping TINY AGENTSthe 50 lines of code Agent in Javascript 🔥I spent the last few weeks working on this, so I hope you will like it.I've been diving into MCP (Model Context Protocol) to understand what the hype was all about.It is fairly simple, but still quite powerful: MCP is a standard API to expose sets of Tools that can be hooked to LLMs.But while doing that, came my second realization:Once you have a MCP Client, an Agent is literally just a while loop on top of it. 🤯➡️ read it exclusively on the official HF blog: https://huggingface.co/blog/tiny-agents See translation
Canonical models This collection lists all the historical (pre-"Hub") canonical model checkpoints, i.e. repos that were not under an org or user namespace albert/albert-base-v1 Fill-Mask • 11.8M • Updated Feb 19, 2024 • 117k • • 12 albert/albert-base-v2 Fill-Mask • 11.8M • Updated Feb 19, 2024 • 486k • • 140 albert/albert-large-v1 Fill-Mask • Updated Feb 19, 2024 • 456 • 3 albert/albert-large-v2 Fill-Mask • 17.9M • Updated Feb 19, 2024 • 3.05k • • 21
Papers about model merging referenced in the mergekit repo: https://github.com/cg123/mergekit Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time Paper • 2203.05482 • Published Mar 10, 2022 • 7 Editing Models with Task Arithmetic Paper • 2212.04089 • Published Dec 8, 2022 • 7 Resolving Interference When Merging Models Paper • 2306.01708 • Published Jun 2, 2023 • 17 Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch Paper • 2311.03099 • Published Nov 6, 2023 • 30
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time Paper • 2203.05482 • Published Mar 10, 2022 • 7
Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch Paper • 2311.03099 • Published Nov 6, 2023 • 30
Canonical models This collection lists all the historical (pre-"Hub") canonical model checkpoints, i.e. repos that were not under an org or user namespace albert/albert-base-v1 Fill-Mask • 11.8M • Updated Feb 19, 2024 • 117k • • 12 albert/albert-base-v2 Fill-Mask • 11.8M • Updated Feb 19, 2024 • 486k • • 140 albert/albert-large-v1 Fill-Mask • Updated Feb 19, 2024 • 456 • 3 albert/albert-large-v2 Fill-Mask • 17.9M • Updated Feb 19, 2024 • 3.05k • • 21
Papers about model merging referenced in the mergekit repo: https://github.com/cg123/mergekit Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time Paper • 2203.05482 • Published Mar 10, 2022 • 7 Editing Models with Task Arithmetic Paper • 2212.04089 • Published Dec 8, 2022 • 7 Resolving Interference When Merging Models Paper • 2306.01708 • Published Jun 2, 2023 • 17 Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch Paper • 2311.03099 • Published Nov 6, 2023 • 30
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time Paper • 2203.05482 • Published Mar 10, 2022 • 7
Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch Paper • 2311.03099 • Published Nov 6, 2023 • 30