Historically Nvidia’s Llama Nemotron models always outperformed the official Llama variants, and I am sure the llama team took a look at what they did to improve their own pipeline. I am sure they benefited from this, and this wouldn’t have been possible without open source.
LLMS
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Community Fine-tuning Benefits for Model Developers
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I think finetuned models can also be a benefit for the developers. Ie developers may release a base model, and the community applies continued pretraining and finetuning to make a Math, Code, Instruct, Reasoning variant etc so the developers don’t have to.
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GPT-5 Codex Now Available on ChatLLM and CodeLLM
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GPT-5 Codex Is Coming to ChatLLM and CodeLLM Today
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Gemini Live API Native Audio for Voice AI Agents
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Building voice AI Agents has never been easier. New updates to Gemini Live API with Native Audio lets you build AI Agents that understand emotion, ignore background noise, use tools like RAG, MCP & search.
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Building AI Infrastructure: Why You Should Invest in GPUs
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My house has 33 GPUs > 21x RTX 3090s
> 4x RTX 4090s
> 4x RTX 5090s
> 4x Tenstorrent Blackhole p150a Before AGI arrives: > Acquire some GPUs
> Learn how LLMs work
> Don't get left behind These are investments that will pay dividends in the future Invest in yourself
Buy a GPU -
LoRA and Quantization Methods Origins in Open Source Research
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Hm, I am pretty sure that LoRA, Adapters, etc all came from open source research communities. Also many (post)quantization methods.
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GPT-5-Codex Now Available in Cursor IDE
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GPT-5-Codex is now available in Cursor. Let us know your thoughts!
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Remote MCP Launch: Universal Agent Bridge on GroqCloud
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🚨Remote MCP is live on GroqCloud
— Groq Inc (@GroqInc) 23 septembre 2025
– Connect to any tool
– Share context seamlessly
– All OpenAI compatible
– Run faster at lower cost
The universal bridge your agents needed
In preview now👇 pic.twitter.com/gcQaSJDtNaRemote MCP is live on GroqCloud – Connect to any tool
– Share context seamlessly
– All OpenAI compatible
– Run faster at lower cost The universal bridge your agents needed In preview now -

Should This Be a Recorded Workshop at Local LLMs Conference?
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am i wrong or should this be a recorded workshop in the local llms conference?!