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1. Fine-Tuning Llama-2: A Comprehensive Case Study for Tailoring Models to Unique Applications

   2023-08-19 Tags: llama-2, fine tuning, llm, sql, generation by klotz
2. RAG vs Finetuning — Which Is the Best Tool to Boost Your LLM Application? | by Heiko Hotz | Aug, 2023 | Towards Data Science

   2023-08-28 Tags: rag, fine tuning, llm by klotz
3. ToolLLM vs ChatGPT vs Gorilla LLM compared and tested - Geeky Gadgets

   2023-08-28 Tags: llm, toolllm, chatgpt, gorilla llm, fine tuning, api, programming by example by klotz
4. How to Fine-Tune Llama2 for Python Coding | Towards Data Science

   2023-08-28 Tags: llama-2, llm, fine tuning, cpu by klotz
5. Using LangSmith to Support Fine-tuning

   2023-08-28 Tags: llm, langchain, langsmith, fine tuning by klotz
6. If you use the web interface (oobabooga), then training a LoRa is as easy as cli... | Hacker News

   2023-11-29 Tags: oobabooga, fine tuning, llm by klotz
7. Introducing Unsloth

   2023-12-01 Tags: llm, llama, fine tuning by klotz
8. Easily Train a Specialized LLM: PEFT, LoRA, QLoRA, LLaMA-Adapter, and More

   2023-12-10 Tags: llm, lora, qlora, peft, fine tuning by klotz
9. Fine-Tune Your Own Open-Source LLM Using the Latest Techniques

   Tune a base LLama2 LLM to output SQL code. with Parameter Efficient Fine-Tuning techniques to optimise the process.

   2023-12-17 Tags: llm, llama 2, fine tuning, sql by klotz
10. How we built “Mistral 7B Fine-Tune Optimized,” the best 7B model for fine-tuning - OpenPipe

    2023-12-20 Tags: llm, merging, mixtral, open pipe, fine tuning by klotz

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