peft
Here are 136 public repositories matching this topic...
Unify Efficient Fine-Tuning of 100+ LLMs
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Jun 12, 2024 - Python
Speech, Language, Audio, Music Processing with Large Language Model
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Jun 12, 2024 - Python
An efficient, flexible and full-featured toolkit for fine-tuning LLM (InternLM2, Llama3, Phi3, Qwen, Mistral, ...)
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Jun 12, 2024 - Python
Discrete Bayesian optimization with LLMs, PEFT finetuning methods, and the Laplace approximation.
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Jun 10, 2024 - Python
a bro who codes with you
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Jun 10, 2024 - TypeScript
SORSA: Singular Value and Orthogonal Regularized Singular Vector Adaptation of Large Language Models
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Jun 10, 2024 - Python
Implementation for the different ML tasks on Kaggle platform with GPUs.
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Jun 11, 2024 - Jupyter Notebook
Low Tensor Rank adaptation of large language models
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Jun 9, 2024 - Python
PEFT is a wonderful tool that enables training a very large model in a low resource environment. Quantization and PEFT will enable widespread adoption of LLM.
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Jun 9, 2024 - Jupyter Notebook
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
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Jun 7, 2024 - Python
Finetuning coding LLM OpenCodeInterpreter-DS-6.7B for Text-to-SQL Code Generation on a Single A100 GPU in PyTorch.
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Jun 6, 2024 - Jupyter Notebook
This repository is dedicated to small projects and some theoretical material that I used to get into NLP and LLM in a practical and efficient way.
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Jun 6, 2024 - Jupyter Notebook
MindSpore online courses: Step into LLM
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Jun 11, 2024 - Python
This is the official repository for the paper "Flora: Low-Rank Adapters Are Secretly Gradient Compressors" in ICML 2024.
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Jun 5, 2024 - Python
[ICML'24 Oral] APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference
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Jun 4, 2024 - Python
High Quality Image Generation Model - Comes Under NGC Models @prithivmlmods
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Jun 4, 2024 - Python
Fine Tuning pegasus and flan-t5 pre-trained language model on dialogsum datasets for conversation summarization to to optimize context window in RAG-LLMs
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May 29, 2024 - Jupyter Notebook
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