Mastering Applied AI, One Concept at a Time
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Dec 2, 2024 - Jupyter Notebook
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finetuning-llms
Here are 82 public repositories matching this topic...
End to End Generative AI Industry Projects on LLM Models with Deployment_Awesome LLM Projects
gemini llama lora mistral huggingface openai-api large-language-models llm generative-ai langchain llmops llama-index qlora chainlit finetuning-llms gradio-python-llm mergekit llama3 llama3-meta-ai gpt4o
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Sep 9, 2024
Auto Data is a library designed for quick and effortless creation of datasets tailored for fine-tuning Large Language Models (LLMs).
python data ai python3 llm generative-ai llm-training finetuning-llms finetuning-large-language-models
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Oct 31, 2024 - Python
🚀 Easy, open-source LLM finetuning with one-line commands, seamless cloud integration, and popular optimization frameworks. ✨
open-source cloud ai moe llama gpt lora mistral phi fine-tuning peft large-language-models llm instruction-tuning llm-training finetuning-llms fine-tuning-llm qwen llama3
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Aug 14, 2024 - Python
A Gradio web UI for Large Language Models. Supports LoRA/QLoRA finetuning,RAG(Retrieval-augmented generation) and Chat
webui lora rag zaphyr large-language-models llms qlora retrieval-augmented-generation finetuning-llms llama2 mistral-7b finetuning-large-language-models llm-web-ui finetune-llms
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Nov 26, 2023 - Python
Fine-tune Mistral 7B to generate fashion style suggestions
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Jan 2, 2024 - Python
[NeurIPS 2023] Make Your Pre-trained Model Reversible: From Parameter to Memory Efficient Fine-Tuning
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Jun 2, 2023 - Python
the small distributed language model toolkit; fine-tune state-of-the-art LLMs anywhere, rapidly
distributed-systems distributed-computing nats embeddings gemini nats-streaming mistral mlx nats-messaging claude fine-tuning sentence-splitting huggingface milvus inference-api apple-silicon tokenizers langchain llm-training finetuning-llms
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Oct 19, 2024 - Python
Medical Language Model fine-tuned using pretraining, instruction tuning, and Direct Preference Optimization (DPO). Progresses from general medical knowledge to specific instruction following, with experiments in preference alignment for improved medical text generation and understanding.
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Oct 4, 2024 - Jupyter Notebook
GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection
pytorch lora low-rank-approximation peft large-language-models llm low-rank-adaptation finetuning-llms galore
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Mar 7, 2024 - Python
SEIKO is a novel reinforcement learning method to efficiently fine-tune diffusion models in an online setting. Our methods outperform all baselines (PPO, classifier-based guidance, direct reward backpropagation) for fine-tuning Stable Diffusion.
reinforcement text-to-image online-learning finetuning diffusion-models stable-diffusion finetuning-llms
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Jul 18, 2024 - Python
On Memorization of Large Language Models in Logical Reasoning
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Oct 31, 2024 - Python
[EMNLP 2024] Quantize LLM to extremely low-bit, and finetune the quantized LLMs
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Jul 18, 2024 - Python
A open-source framework designed to adapt pre-trained Language Models (LLMs), such as Llama, Mistral, and Mixtral, to a wide array of domains and languages.
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May 27, 2024 - Python
Finetuning Google's Gemma Model for Translating Natural Language into SQL
google lora gemma natural-language-to-sql fine-tuning finetuning supervised-finetuning finetuning-llms
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Feb 22, 2024 - Jupyter Notebook
qwen-1.5-1.8B sentiment analysis with prompt optimization and qlora fine-tuning
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May 7, 2024 - Python
Code for fine-tuning Llama2 LLM with custom text dataset to produce film character styled responses
deep-learning chatbot lora peft parameter-efficient-tuning generative-ai qlora finetuning-llms llama2
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Jan 3, 2024 - Python
A curated list of Parameter Efficient Fine-tuning papers with a TL;DR
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Sep 19, 2024
Code Wizard is a coding companion/ code generation tool empowered by CodeLLama-v2-34B AI to automatically generate and enhance code based on best practices found in your GitHub repository.
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Mar 29, 2024 - Python
Finetuning LLMs + Private Data (Video 1/10) Basic
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Nov 11, 2023 - Jupyter Notebook
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