very very cool! Any chance you could share some of the example datasets on http://
hf.co/datasets for the community?
OPEN SOURCE
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Share Example Datasets on Hugging Face Community
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Chat LangChain Rebuilt: Faster, Cleaner Documentation Assistant
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As we've consolidated our docs and shipped 1.0 versions of LangChain and LangGraph, we also rebuilt Chat LangChain from the ground up — now cleaner, faster, and more accurate. Chat LangChain is a chatbot that answers questions about LangChain resources, including our docs and
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RouteLLM API: Unified Access to Multiple Language Models
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RouteLLM API is your one API for all your LLMs! Automatically route to the best model for your prompt, or call a specific one by name. Open-source LLMs at unbeatable prices, with automatic failover for closed-source models. Requires a ChatLLM Teams subscription (uses your
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Tokenizer Approaches Impact LLM Performance on HellaSwag Benchmarks
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If you measure downstream performance on HellaSwag rather than speedrun-equivalent loss, then different tokenizer approaches come out on top… The first run I did was much better on common-sense downstream, trained in equivalent time or better.
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Rediscovery of CodeAct and smolagents a year later
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I think they're finally going to rediscover CodeAct and smolagents, 1 year later!
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Open-source projects capitalism sustainability debate
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i am agreeing with you fwiw.
projects dont need to subscribe to capitalism, and thats the beauty of open-source. most successful open-source projects end up subscribing to capitalism as a way to grow (including projects like Linux), but its not and should not be expected by -
Open-source software value creation and economic sustainability
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it's clear it created the value, and it's also clear that it likely wouldn't have created that kind of value if it was closed-source.
most open-source software capture a small percentage of the created value to bootstrap themselves to more resources. ffmpeg didn't do that. -
FFmpeg’s Firm Stance on Open Source Development Funding
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I love how @FFmpeg is conducting themselves online. It's a project that's created billions of dollars in actual value and has captured practically none of it. Their stance seems to be simple: fund substantial development or STFU with the requests.
Pretty easy to understand. If -
MiniMax-M2 Open Source Model Available on Poe
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MiniMax-M2 is now available on Poe! This open source model has a 200k token context window, has 230b parameters with an MoE architecture, and excels at coding and agent workflows. (1/2)
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Jamba Reasoning 3B outperforms Qwen 3 4B in speed test
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Our Jamba Reasoning 3B model took on Qwen 3 4B 2507 by @Alibaba_Cloud in the same 60K token task. Jamba Reasoning 3B finished nearly 3× faster.
— AI21 Labs (@AI21Labs) 4 novembre 2025
🎥 Watch how it played out 👇
👉 Download Jamba Reasoning 3B here: https://t.co/W0ajfxd8ll pic.twitter.com/noeZNd6j1VOur Jamba Reasoning 3B model took on Qwen 3 4B 2507 by @Alibaba_Cloud in the same 60K token task. Jamba Reasoning 3B finished nearly 3× faster. Watch how it played out Download Jamba Reasoning 3B here: https://
huggingface.co/collections/ai
21labs/jamba-reasoning-3b
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