julien-c/vast-bucket
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Julien Chaumond PRO
julien-c
AI & ML interests
<3 ML/AI for everyone, building products to propel communities fwd
Recent Activity
updated a dataset about 8 hours ago
julien-c/caliceo updated a bucket about 9 hours ago
julien-c/vast-bucket published a bucket about 9 hours ago
julien-c/vast-bucketOrganizations
Posts 11
Post
11898
BOOOOM: Today I'm dropping TINY AGENTS
the 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
the 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
Articles 33
Article
25
Run AI workloads on any cloud, store on Hugging Face: zero-egress storage with SkyPilot
referenced in the mergekit repo: https://github.com/cg123/mergekit
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Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time
Paper • 2203.05482 • Published • 9 -
Editing Models with Task Arithmetic
Paper • 2212.04089 • Published • 9 -
Resolving Interference When Merging Models
Paper • 2306.01708 • Published • 19 -
Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch
Paper • 2311.03099 • Published • 36
This collection lists all the historical (pre-"Hub") canonical model checkpoints, i.e. repos that were not under an org or user namespace
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 • 9 -
Editing Models with Task Arithmetic
Paper • 2212.04089 • Published • 9 -
Resolving Interference When Merging Models
Paper • 2306.01708 • Published • 19 -
Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch
Paper • 2311.03099 • Published • 36
spaces 47
Running on Zero
MCP
FLUX.2 Demo
🎨
Generate & edit images with FLUX.2 [dev] on ZeroGPU
Sleeping
Agents
1
Trackio Dashboard
📊
Show an interactive tracking dashboard
Running
Copy To Bucket V1
👀
Generate text answers from images and prompts
Running
Copy To Bucket V2
🐠
Copy files to a Hugging Face bucket
Running
2
Pi Session 2026-04-15
💬
Explore and export chat session logs
Running
1
Caliceo
🏃
Explore and predict affluence time‑series data
models 53
julien-c/trusted-publishing-target
Updated
julien-c/pi-sessions-qwen2.5-0.5b-lora
Updated • 1
julien-c/Qwen3.5-4B-uncensored-GGUF
4B • Updated • 1.01k • 3
julien-c/unsloth_Qwen3.5-4B_1773854218
Updated
julien-c/Qwen3.5-0.8B
Image-Text-to-Text • 0.9B • Updated • 7
julien-c/Qwen3-4B
Text Generation • 4B • Updated • 7 • 1
julien-c/xet-feb14
2B • Updated
julien-c/Llama-3.2-1B-Instruct
Updated • 6
julien-c/huge-model
Updated
julien-c/fofr-sdxl-emoji
Text-to-Image • Updated • 5
datasets 26
julien-c/caliceo
Updated • 10.9k • 15
julien-c/synthtraces
Traces • Updated • 2.88k • 2.74k • 32
julien-c/gdpval
Viewer • Updated • 220 • 667
julien-c/pi-sessions
Traces • Updated • 17 • 110 • 5
julien-c/pi-sessions-sft-messages
Viewer • Updated • 16 • 20
julien-c/opentraces
Viewer • Updated • 1 • 196 • 1
julien-c/chess_players_games_data
Updated • 30
julien-c/hub-stats-lance
Preview • Updated • 88 • 3
julien-c/large-20gb-upload
Updated • 12
julien-c/Norway_Cities_Population
Viewer • Updated • 6 • 33