Glad you found it useful, and thanks for the kind words! I think you probably already read that, but there is a LoRA from-scratch tutorial in the last Appendix. There was a reader how also had some useful additional tips regarding LoRA:
OPEN SOURCE
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Volvo’s Three-Point Belt Patent: Precedent for Open AI Innovation
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In 1959, Volvo set a powerful precedent by making the three-point seat belt patent-free, prioritizing lives over profits. As we step into 2025, we need the same boldness in AI innovation—where groundbreaking advancements are shared openly to benefit humanity. Let’s ensure AI
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LLM Fine-Tuning Notebooks with OpenAI and Hugging Face
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check out some of my latest notebooks containing llm fine-tuning using OAI and HF fine-tuners https://
github.com/avikumart/LLM-
GenAI-Transformers-Notebooks/tree/main/TMLC_LLM_projects
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LangChain maintains high issue ratio despite large star count
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fun fact, langchain has a super high ratio as well, despite a very high star count
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LangGraph: Production-Ready Agent Framework Low Level Control
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Because langgraph is a production ready agent framework… it’s very low level, highly controllable, no hidden prompts Helps you get to production without getting in the way, so high usage But a bit of a steeper learning curve (we’re working on that!) so less GitHub stars
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Open Source Advocacy Impacts Policymakers Through Nick Clegg
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Thank you for your work championing open source to policymakers @nickclegg — this has made a real difference!
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Qwen2.5 7B vs Ministral 8B: Detailed Model Testing and Comparison
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right now qwen2.5 7b or ministral 8b. I’m running a more detailed test right now actually
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Model Context Protocol Development Roadmap Published with Key Features
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We just published a near-term development roadmap for the model context protocol (MCP) Some highlights:
– Remote support (and auth!)
– Reference implementations
– Better package management
– Agent support -
Overcoming In-Group Bias Through Curiosity and Understanding
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How do you avoid the in-group and out-group mentality when it seems to pop up everywhere? @johncutlefish advises on how to sidestep divisive rhetoric and reach for curiosity and understanding instead https://
bit.ly/4gh5bGX #foss #opensource #openweb -
Updated LLM Models List: Hermes and Granite Added
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Updated the list with more models – @NousResearch Hermes, IBM Granite, etc