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klotz: huggingface* + llm*

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1. vicuna-installation-guide/README.md at main · vicuna-tools/vicuna-installation-guide · GitHub

   wget -c https://huggingface.co/eachadea/ggml-vicuna-7b-1.1/resolve/main/ggml-vic7b-uncensored-q5_1.bin

   2023-06-08 Tags: vicuna, llm, models, huggingface, github, chat by klotz
2. Low-Rank Adaptation of Large Language Models (LoRA)

   2023-06-20 Tags: llm, lora, fine-tune, huggingface by klotz
3. Hugging face getting started

   2023-06-25 Tags: huggingface, llm, python, cpu by klotz
4. RAG

   2023-08-17 Tags: rag, retrieval augmented generation, llm, chat, instruction following, huggingface by klotz
5. Eric Hartford Uncensored Models

   https://github.com/nlpxucan/WizardLM/

   2023-08-26 Tags: eric hartford, uncensored, nlpxucan, wizardlm, llm, chat, training, model, huggingface by klotz
6. Optimizing Text Embeddings with HuggingFace’s text-embeddings-inference Server and LlamaIndex

   Experimenting with the text-embeddings-inference server on both CPU and GPU

   2023-10-26 Tags: huggingface, llm, text-embeddings-inference, foss by klotz
7. Zephyr-7B-α, A Low-Cost LLM Can Perform Better Than Llama-70B

   Introduction of HuggingFace’s New Fine-tuned Model Zephyr-7B-α

   2023-10-28 Tags: llm, huggingface, zephyr, 7b by klotz
8. LLM Everywhere: Docker for Local and Hugging Face Hosting

   2023-11-10 Tags: llm, huggingface, docker, foss by klotz
9. TheBloke/deepseek-coder-33B-instruct-GGUF · Hugging Face

   2023-11-17 Tags: llm, code model, huggingface by klotz
10. Democratizing LLMs: 4-bit Quantization for Optimal LLM Inference

    A deep dive into model quantization with GGUF and llama.cpp and model evaluation with LlamaIndex

    2024-01-15 Tags: llm, gguf, georgi gerganov, llama.cpp, llamaindex, huggingface, rag by klotz

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