finetuning

There are 0 repository under finetuning topic.

unslothai / unsloth
Finetune Llama 3, Mistral & Gemma LLMs 2-5x faster with 80% less memory
ai finetuning fine-tuning llama llms lora mistral qlora llama2 gemma
Language:Python 9786
meta-llama / llama-recipes
Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.
ai finetuning langchain llama llama2 llm machine-learning python pytorch vllm
Language:Jupyter Notebook 9733
microsoft / FLAML
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
automl hyperparam automated-machine-learning machine-learning data-science python jupyter-notebook hyperparameter-optimization random-forest scikit-learn deep-learning natural-language-processing natural-language-generation timeseries-forecasting classification regression tuning finetuning tabular-data
Language:Jupyter Notebook 3699
h2oai / h2o-llmstudio
H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://h2oai.github.io/h2o-llmstudio/
ai chatbot chatgpt fine-tuning finetuning generative generative-ai gpt llama llama2 llm llm-training
Language:Python 3643
learn2learn
learnables / learn2learn
A PyTorch Library for Meta-learning Research
pytorch maml meta-learning learning2learn learn2learn metalearning few-shot meta-rl meta-descent meta-optimization finetuning
Language:Python 2553
stochasticai / xTuring
Build, customize and control you own LLMs. From data pre-processing to fine-tuning, xTuring provides an easy way to personalize open-source LLMs. Join our discord community: https://discord.gg/TgHXuSJEk6
deep-learning fine-tuning gpt-2 gpt-j llama llm lora language-model alpaca finetuning adapter gen-ai generative-ai mistral mixed-precision peft quantization
Language:Python 2531
finetuner
jina-ai / finetuner
:dart: Task-oriented embedding tuning for BERT, CLIP, etc.
fine-tuning pretrained-models few-shot-learning negative-sampling metric-learning siamese-network triplet-loss transfer-learning jina neural-search finetuning similarity-learning bert openai-clip
Language:Python 1436
Dataherald / dataherald
Interact with your SQL database, Natural Language to SQL using LLMs
ai database finetuning llm nl-to-sql rag sql text-to-sql
Language:Python 1169
eosphoros-ai / Awesome-Text2SQL
Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.
ai awesome datset deep-learning finetuning llm nl-to-sql nl2sql nlp survey test text-to-sql text2api text2dsl text2sql
1077
georgian-io / LLM-Finetuning-Toolkit
Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.
classification fine-tuning finetuning large-language-models nlp nlp-machine-learning summarization falcon flan-t5 llama2 lora qlora redpajama ablation-study llm-test mistral-7b unit-testing zephyr
Language:Python 680
minosvasilias / godot-dodo
Finetuning large language models for GDScript generation.
ai finetuning gdscript godot llama
Language:Python 512
xing61 / xiaoyi-robot
优质稳定的OpenAI的API接口-For企业和开发者。OpenAI的api proxy，支持ChatGPT的API调用，支持openai的API接口，支持：gpt-4，gpt-3.5。不需要openai Key, 不需要买openai的账号，不需要美元的银行卡，通通不用的，直接调用就行，稳定好用！！智增增
chatgpt gpt4 openai openai-api gpt-35-turbo prompt finetune finetuning gpt china embedding openai-proxy proxy
Language:PHP 468
junxia97 / awesome-pretrain-on-molecules
[IJCAI 2023 survey track]A curated list of resources for chemical pre-trained models
gnns transfer-learning drug-discovery molecule self-supervised-learning survey awesome graph-representation-learning finetuning molecular-representation-learning computational-chemistry drug-discovery-and-development chemical-language-models
454
Xirider / finetune-gpt2xl
Guide: Finetune GPT2-XL (1.5 Billion Parameters) and finetune GPT-NEO (2.7 B) on a single GPU with Huggingface Transformers using DeepSpeed
huggingface huggingface-transformers deepspeed gpt2 gpt3 finetuning gpt-neo gpt-neo-fine-tuning
Language:Python 422
microsoft / AzureML-BERT
End-to-End recipes for pre-training and fine-tuning BERT using Azure Machine Learning Service
azure-machine-learning bert nlp pytorch pretrained-models finetuning pretraining bert-model azureml-bert tuning language-model
Language:Jupyter Notebook 386
daswer123 / xtts-webui
Webui for using XTTS and for finetuning it
cocqui finetuning tts xtts xttsv2
Language:Python 325
kingTLE / literary-alpaca2
从词表到微调这就是你所需的一切
finetuning llama2 nlp pretraining
Language:Python 256
baidubce / bce-qianfan-sdk
Provide best practices for LMOps, as well as elegant and convenient access to the features of the Qianfan MaaS Platform. (提供大模型工具链最佳实践，以及优雅且便捷地访问千帆大模型平台）
chat embeddings finetuning llm baidu bce ernie-bot qianfan lmops maas
Language:Python 231
gyunggyung / KoGPT2-FineTuning
🔥 Korean GPT-2, KoGPT2 FineTuning cased. 한국어 가사 데이터 학습 🔥
fine-tuning finetuning gpt2 kogpt2 korean korean-nlp language-model lyrics-generator nlp text-generation
Language:Python 222
LHRLAB / ChatKBQA
[ACL 2024] Official resources of "ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models".
knowledge-graph semantic-parsing sparql-query graph-database finetuning large-language-models
Language:Python 203
promptslab / LLMtuner
Tune LLM in few lines of code
fine-tuning fine-tuning-llm finetune finetune-llm finetuning llm llm-framework llm-inference llm-training llmops finetune-gpt finetune-llama finetune-llms finetune-whisper llmtuner finetuning-large-language-models finetuning-rl finetunechatgpt whisper whisper-finetune
Language:Python 199
sozercan / aikit
🏗️ Fine-tune, build, and deploy open-source LLMs easily!
buildkit large-language-models llm docker inference kubernetes nvidia ai llama llama2 chatgpt localllama open-source-llm mistral mixtral gpt openai fine-tuning finetuning gemma
Language:Go 183
rasbt / dora-from-scratch
LoRA and DoRA from Scratch Implementations
finetuning llm pytorch
Language:Jupyter Notebook 151
git-cloner / llama2-lora-fine-tuning
llama2 finetuning with deepspeed and lora
deepspeed finetuning llama2 lora
Language:Python 149
ssbuild / chatglm2_finetuning
chatglm2 6b finetuning and alpaca finetuning
finetuning lora qlora deep-training chatglm chatglm2 chatglm2-6b ia3
Language:Python 146
woctezuma / finetune-detr
Fine-tune Facebook's DETR (DEtection TRansformer) on Colaboratory.
facebook detr finetune finetuning finetunes instance-segmentation instance instances segementation segment balloon balloons colab-notebook colab colaboratory google-colab google-colaboratory google-colab-notebook
Language:Jupyter Notebook 129
git-cloner / llama-lora-fine-tuning
llama fine-tuning with lora
finetuning llama lora
Language:Python 127
kuutsav / llm-toys
Small(7B and below) finetuned LLMs for a diverse set of useful tasks
falcon-7b finetuning gpt llm qlora paraphrase-generation dialogue-summarization
Language:Python 115
adithya-s-k / LLM-Alchemy-Chamber
a friendly neighborhood repository with diverse experiments and adventures in the world of LLMs
fine-tuning finetuning finetuning-llms inference large-language-models llm python quantization
Language:Jupyter Notebook 114
Trainy-ai / llm-atc
Fine-tuning and serving LLMs on any cloud
finetuning llama2 llms vllm
Language:Python 82
praetor-data
US-Artificial-Intelligence / praetor-data
Praetor is a lightweight finetuning data and prompt management tool
ml neural neural-network data data-management flask finetuning ai fine-tuning
Language:Python 63
kamalkraj / e5-mistral-7b-instruct
Finetune mistral-7b-instruct for sentence embeddings
finetuning huggingface lora mistral-7b peft pytorch sentence-embeddings transformers
Language:Python 58
finetuning-scheduler
speediedan / finetuning-scheduler
A PyTorch Lightning extension that accelerates and enhances foundation model experimentation with flexible fine-tuning schedules.
machine-learning transfer-learning finetuning fine-tuning pytorch-lightning pytorch artificial-intelligence neural-networks superglue
Language:Python 56
kyegomez / Finetuning-Suite
Finetune any model on HF in less than 30 seconds
artificial-intelligence deep-learning finetuning large-language-models transformer gpt gpt4 qlora
Language:Jupyter Notebook 52
yifanzhang-pro / AutoMathText
Official implementation of DPFM @ ICLR 2024 paper "AutoMathText: Autonomous Data Selection with Language Models for Mathematical Texts" (Huggingface Daily Papers: https://huggingface.co/papers/2402.07625)
finetuning large-language-models llm math-ai mathematics pretraining reasoning
Language:Python 52
VatsaDev / nanoChatGPT
nanogpt turned into a chat model
chat finetuning gpt-2 llm ml
Language:Python 49

finetuning

unslothai / unsloth

meta-llama / llama-recipes

microsoft / FLAML

h2oai / h2o-llmstudio

learnables / learn2learn

stochasticai / xTuring

jina-ai / finetuner

Dataherald / dataherald

eosphoros-ai / Awesome-Text2SQL

georgian-io / LLM-Finetuning-Toolkit

minosvasilias / godot-dodo

xing61 / xiaoyi-robot

junxia97 / awesome-pretrain-on-molecules

Xirider / finetune-gpt2xl

microsoft / AzureML-BERT

daswer123 / xtts-webui

kingTLE / literary-alpaca2

baidubce / bce-qianfan-sdk

gyunggyung / KoGPT2-FineTuning

LHRLAB / ChatKBQA

promptslab / LLMtuner

sozercan / aikit

rasbt / dora-from-scratch

git-cloner / llama2-lora-fine-tuning

ssbuild / chatglm2_finetuning

woctezuma / finetune-detr

git-cloner / llama-lora-fine-tuning

kuutsav / llm-toys

adithya-s-k / LLM-Alchemy-Chamber

Trainy-ai / llm-atc

US-Artificial-Intelligence / praetor-data

kamalkraj / e5-mistral-7b-instruct

speediedan / finetuning-scheduler

kyegomez / Finetuning-Suite

yifanzhang-pro / AutoMathText

VatsaDev / nanoChatGPT