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Fine-tuning

Explore 154 open source projects in Fine-tuning

Showing 101-120 of 154 projects

AetherCortex/Llama-X

Open academic research on improving the LLaMA language model to state-of-the-art performance.

1.6K
Archived
Python
LLM Frameworks
LLM Wrappers & SDKs
Python
#language-model#llama#fine-tuning

sihyun-yu/REPA

A research paper on representation alignment for training diffusion models for AI-assisted code generation.

1.6K
Experimental
Python
LLM Frameworks
Fine-tuning
Python
#diffusion-models#representation-alignment#ai-assisted-coding

google/uncertainty-baselines

High-quality implementations of standard and state-of-the-art methods for Bayesian and probabilistic machine learning.

1.6K
Active
Python
ML Ops
Fine-tuning
TensorFlow
#bayesian-methods#probabilistic-programming#data-science

thu-ml/prolificdreamer

A high-performance text-to-3D generation model for building immersive 3D experiences with AI tools.

1.6K
Archived
Python
Text-to-Image & Text-to-3D
Fine-tuning
PyTorch
#text-to-3d#diffusion-model#stablediffusion

hendrycks/test

Measuring Massive Multitask Language Understanding with GPT-3 and few-shot learning techniques.

1.6K
Archived
Python
LLM Frameworks
Fine-tuning
Python
#few-shot-learning#gpt-3#muti-task

google-research/big_transfer

Official repository for the 'Big Transfer (BiT): General Visual Representation Learning' paper, focused on transfer learning for computer vision.

1.5K
Archived
Python
Computer Vision
Inference
PyTorch
#computer-vision#transfer-learning#representation-learning

AnswerDotAI/fsdp_qlora

A repository for training large language models (LLMs) using QLoRA and FSDP techniques.

1.5K
Archived
Jupyter Notebook
LLM Frameworks
Fine-tuning
PyTorch
#llm#fine-tuning#inference

ssbuild/chatglm_finetuning

This repository provides fine-tuning code for the ChatGLM 6B language model and the Alpaca model, enabling developers to customize these AI models for their own use cases.

1.5K
Experimental
Python
LLM Frameworks
Fine-tuning
PyTorch
#chatglm#llm#fine-tuning

dandelin/ViLT

A Vision-and-Language Transformer model for multimodal tasks without the need for convolution or region supervision.

1.5K
Archived
Python
Computer Vision
LLM Frameworks
Python
#vision-language#multimodal#transformer

CLUEbenchmark/CLUENER2020

CLUENER2020 is a Chinese fine-grained named entity recognition dataset and benchmark for AI-powered NLP development.

1.5K
Archived
Python
Fine-tuning
Databases
Python
#chinese-ner#named-entity-recognition#seq2seq

tianrun-chen/SAM-Adapter-PyTorch

Adapts Meta AI's Segment Anything model to downstream tasks using adapters and prompts.

1.5K
Stable
Python
Computer Vision
Fine-tuning
PyTorch
#2d-segmentation#image-segmentation#segment-anything

THUDM/AgentTuning

AgentTuning: A Python library for enabling generalized agent abilities in large language models (LLMs).

1.5K
Archived
Python
LLM Frameworks
Agents & Orchestration
Python
#large-language-models#agent-abilities#fine-tuning

NVlabs/describe-anything

An implementation for detailed localized image and video captioning using large multimodal models.

1.5K
Experimental
Python
Computer Vision
LLM Frameworks
Python
#describe-anything#detailed-localized-captioning#large-multimodal-models

OpenLMLab/MOSS-RLHF

A Python library for exploring secrets of RLHF (Reward-Weighted Maximum Likelihood Estimation) in large language models

1.4K
Archived
Python
LLM Frameworks
Agents & Orchestration
Python
#ai-safety#alignment#rlhf

rmokady/CLIP_prefix_caption

A simple image captioning model built using the CLIP neural network for generating captions for images.

1.4K
Archived
Jupyter Notebook
Computer Vision
LLM Frameworks
PyTorch
#image-captioning#clip#computer-vision

instructlab/instructlab

A Python package for chatting with an AI model and executing the InstructLab workflow to train a model using custom taxonomy data.

1.4K
Active
Python
LLM Frameworks
Agents & Orchestration
#llm#model-training#custom-taxonomy

RUC-NLPIR/WebThinker

WebThinker is a powerful framework for building large language models with deep research capabilities.

1.4K
Stable
Python
LLM Frameworks
Agents & Orchestration
Python
#deepresearch#deepsearch#reasoning

zjunlp/KnowLM

An open-source framework for building knowledgeable large language models with fine-tuning capabilities.

1.4K
Archived
Python
LLM Frameworks
Fine-tuning
PyTorch
#large-language-model#instruction-following#instruction-tuning

keyu-tian/SparK

A PyTorch implementation of a BERT-style pretraining method for convolutional networks, enabling more efficient self-supervised learning.

1.4K
Archived
Python
Computer Vision
Fine-tuning
PyTorch
#bert#cnn#convnet

JonasGeiping/cramming

A library that helps developers train BERT-type language models with limited compute resources.

1.4K
Archived
Python
LLM Frameworks
Fine-tuning
Python
#language-model#bert#fine-tuning
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