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An open API service indexing awesome lists of open source software.
Projects in Awesome Lists tagged with qlora
A curated list of projects in awesome lists tagged with qlora .
https://github.com/hiyouga/llama-factory
Efficiently Fine-Tune 100+ LLMs in WebUI (ACL 2024)
agent ai chatglm fine-tuning gpt instruction-tuning language-model large-language-models llama llama3 llm lora mistral moe peft qlora quantization qwen rlhf transformers
Last synced: 29 Sep 2024
https://github.com/hiyouga/LLaMA-Efficient-Tuning
Efficiently Fine-Tune 100+ LLMs in WebUI (ACL 2024)
agent ai chatglm fine-tuning gpt instruction-tuning language-model large-language-models llama llama3 llm lora mistral moe peft qlora quantization qwen rlhf transformers
Last synced: 05 Sep 2024
https://github.com/hiyouga/LLaMA-Factory
A WebUI for Efficient Fine-Tuning of 100+ LLMs (ACL 2024)
agent ai chatglm fine-tuning gpt instruction-tuning language-model large-language-models llama llama3 llm lora mistral moe peft qlora quantization qwen rlhf transformers
Last synced: 30 Jul 2024
https://github.com/unslothai/unsloth
Finetune Llama 3.1, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory
ai fine-tuning finetuning gemma llama llama3 llms lora mistral phi3 qlora unsloth
Last synced: 29 Sep 2024
https://github.com/yangjianxin1/firefly
Firefly: 大模型训练工具，支持训练Qwen2.5、Qwen2、Yi1.5、Phi-3、Llama3、Gemma、MiniCPM、Yi、Deepseek、Orion、Xverse、Mixtral-8x7B、Zephyr、Mistral、Baichuan2、Llma2、Llama、Qwen、Baichuan、ChatGLM2、InternLM、Ziya2、Vicuna、Bloom等大模型
alpaca aquila baichuan chatglm gemma gpt internlm llama llama2 llama3 llm lora minicpm mistral mixtral peft qlora qwen qwen2 zephyr
Last synced: 27 Sep 2024
https://github.com/yangjianxin1/Firefly
Firefly: 大模型训练工具，支持训练Qwen2、Yi1.5、Phi-3、Llama3、Gemma、MiniCPM、Yi、Deepseek、Orion、Xverse、Mixtral-8x7B、Zephyr、Mistral、Baichuan2、Llma2、Llama、Qwen、Baichuan、ChatGLM2、InternLM、Ziya2、Vicuna、Bloom等大模型
alpaca aquila baichuan chatglm gemma gpt internlm llama llama2 llama3 llm lora minicpm mistral mixtral peft qlora qwen qwen2 zephyr
Last synced: 31 Jul 2024
https://github.com/lyogavin/airllm
AirLLM 70B inference with single 4GB GPU
chinese-llm chinese-nlp finetune generative-ai instruct-gpt instruction-set llama llm lora open-models open-source open-source-models qlora
Last synced: 27 Sep 2024
https://github.com/hiyouga/chatglm-efficient-tuning
Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调
alpaca chatglm chatglm2 chatgpt fine-tuning huggingface language-model lora peft pytorch qlora rlhf transformers
Last synced: 26 Sep 2024
https://github.com/hiyouga/ChatGLM-Efficient-Tuning
Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调
alpaca chatglm chatglm2 chatgpt fine-tuning huggingface language-model lora peft pytorch qlora rlhf transformers
Last synced: 31 Jul 2024
https://github.com/lyogavin/Anima
AirLLM 70B inference with single 4GB GPU
chinese-llm chinese-nlp finetune generative-ai instruct-gpt instruction-set llama llm lora open-models open-source open-source-models qlora
Last synced: 01 Aug 2024
https://github.com/iusztinpaul/hands-on-llms
🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴
3-pipeline-design aws beam bytewax cicd comet-ml docker fine-tuning generative-ai huggingface langchain llmops llms mlops qdrant qlora streaming transformers
Last synced: 02 Oct 2024
https://github.com/ssbuild/chatglm_finetuning
chatglm 6b finetuning and alpaca finetuning
adalora chatglm deep-learning freeze ia3 lora p-tuning-v2 pytorch qlora sft
Last synced: 30 Sep 2024
https://github.com/georgian-io/llm-finetuning-toolkit
Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.
ablation-study classification falcon fine-tuning finetuning flan-t5 large-language-models llama2 llm-test lora mistral-7b nlp nlp-machine-learning qlora redpajama summarization unit-testing zephyr
Last synced: 27 Sep 2024
https://github.com/georgian-io/LLM-Finetuning-Toolkit
Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.
ablation-study classification falcon fine-tuning finetuning flan-t5 large-language-models llama2 llm-test lora mistral-7b nlp nlp-machine-learning qlora redpajama summarization unit-testing zephyr
Last synced: 01 Aug 2024
https://github.com/georgian-io/LLM-Finetuning-Hub
Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.
ablation-study classification falcon fine-tuning finetuning flan-t5 large-language-models llama2 llm-test lora mistral-7b nlp nlp-machine-learning qlora redpajama summarization unit-testing zephyr
Last synced: 12 Aug 2024
https://github.com/X-D-Lab/MindChat
🐋MindChat（漫谈）——心理大模型：漫谈人生路, 笑对风霜途
baichuan-13b chatglm2-6b chatgpt domain-llm internlm large-language-models llm lora qlora qwen qwen-7b qwen1-5 qwen2
Last synced: 01 Aug 2024
https://github.com/thomas-yanxin/Sunsimiao
🌿孙思邈中文医疗大模型(Sunsimiao)：提供安全、可靠、普惠的中文医疗大模型
baichuan baichuan-7b chatgpt huggingface large-language-models llm medical modelscope qlora
Last synced: 29 Jul 2024
https://github.com/taishan1994/llama3.1-finetuning
对llama3进行全参微调、lora微调以及qlora微调。
Last synced: 27 Sep 2024
https://github.com/gurpreetkaurjethra/end-to-end-generative-ai-projects
End to End Generative AI Industry Projects on LLM Models with Deployment_Awesome LLM Projects
chainlit finetuning-llms gemini generative-ai gpt4o gradio-python-llm huggingface langchain large-language-models llama llama-index llama3 llama3-meta-ai llm llmops lora mergekit mistral openai-api qlora
Last synced: 27 Sep 2024
https://github.com/eliask93/qlora-based-efficient-fine-tuning-for-sentence-pair-classification
Example application for applying QLoRA-based Parameter-Efficient Fine-Tuning (PEFT) to a sentence pair classification task using Mistral-7B and Llama3-8B
argument-mining llama3 lora mistral nlp peft qlora quantization sentence-pair-classification stance-detection
Last synced: 27 Sep 2024
