Search Results - RepositoryStats

unsloth unslothai

1.4k

19.5k

apache-2.0

135

Finetune Llama 3.3, Mistral, Phi, Qwen 2.5 & Gemma LLMs 2-5x faster with 70% less memory

ai llm llms lora phi3 gemma llama qlora gemma2 llama3 mistral unsloth finetuning fine-tuning

Created 2023-11-29

595 commits to main branch, last one a day ago

llama-recipes meta-llama

2.3k

15.7k

unknown

203

Scripts for fine-tuning Meta Llama 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 ...

ai llm vllm llama llama2 python pytorch langchain finetuning machine-learning

Created 2023-07-17

1,812 commits to main branch, last one a day ago

h2o-llmstudio h2oai

418

4.1k

apache-2.0

80

H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/

ai gpt llm llama llama2 chatbot chatgpt finetuning generative fine-tuning llm-training generative-ai

Created 2023-04-17

450 commits to main branch, last one about a month ago

FLAML microsoft

516

4.0k

mit

59

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

automl python tuning finetuning hyperparam regression data-science scikit-learn tabular-data deep-learning random-forest classification jupyter-notebook machine-learning timeseries-forecasting automated-machine-learning hyperparameter-optimization natural-language-generation natural-language-processing

Created 2020-08-20

772 commits to main branch, last one 3 days ago

Liger-Kernel linkedin

230

3.9k

bsd-2-clause

40

Efficient Triton Kernels for LLM Training

llms phi3 llama gemma2 llama3 triton mistral finetuning llm-training triton-kernels

Created 2024-08-06

356 commits to main branch, last one a day ago

dataherald Dataherald

239

3.4k

apache-2.0

25

Interact with your SQL database, Natural Language to SQL using LLMs

ai llm rag sql database nl-to-sql finetuning text-to-sql

Created 2023-06-20

936 commits to main branch, last one 5 months ago

learn2learn learnables

356

2.7k

mit

32

A PyTorch Library for Meta-learning Research

maml meta-rl pytorch few-shot finetuning learn2learn meta-descent metalearning meta-learning learning2learn meta-optimization

Created 2019-08-08

357 commits to master branch, last one about a year ago

xTuring stochasticai

207

2.6k

apache-2.0

33

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/TgHXuSJ...

llm lora peft gpt-2 gpt-j llama alpaca gen-ai adapter mistral finetuning fine-tuning quantization deep-learning generative-ai language-model mixed-precision

Created 2023-03-19

593 commits to main branch, last one 2 months ago

Awesome-Text2SQL eosphoros-ai

150

2.0k

mit

22

Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.

ai llm nlp test datset nl2sql survey awesome text2api text2dsl text2sql nl-to-sql finetuning text-to-sql deep-learning hacktoberfest hacktoberfest2024

Created 2023-09-04

114 commits to main branch, last one about a month ago

finetuner jina-ai

67

1.5k

apache-2.0

28

:dart: Task-oriented embedding tuning for BERT, CLIP, etc.

bert jina finetuning fine-tuning openai-clip triplet-loss neural-search metric-learning siamese-network few-shot-learning negative-sampling pretrained-models transfer-learning similarity-learning

This repository has been archived (exclude archived)

Created 2021-08-11

686 commits to main branch, last one about a year ago

LazyLLM LazyAGI

69

1.0k

apache-2.0

11

Easiest and laziest way for building multi-agent LLMs applications.

llm rag data llms agents lazyllm ai-agent framework langchain finetuning llamaindex deep-learning knowlege-graph documentation-tool

Created 2024-06-04

553 commits to main branch, last one a day ago

Tianji SocialAI-tianji

67

936

apache-2.0

6

制作懂人情世故的大语言模型 | 提示词工程、RAG、Agent、微调全流程教程

gpt llm rag qwen prompt finetuning

Created 2023-12-14

531 commits to main branch, last one 10 days ago

LLM-Finetuning-Toolkit georgian-io

92

793

apache-2.0

16

Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.

nlp lora qlora falcon llama2 zephyr flan-t5 llm-test redpajama finetuning mistral-7b fine-tuning unit-testing summarization ablation-study classification nlp-machine-learning large-language-models

Created 2023-07-24

540 commits to main branch, last one 2 months ago

AI-Engineering.academy adithya-s-k

90

768

mit

9

Mastering Applied AI, One Concept at a Time

llm python inference finetuning fine-tuning quantization finetuning-llms large-language-models

Created 2023-10-05

324 commits to main branch, last one 19 days ago

xtts-webui daswer123

131

683

mit

21

Webui for using XTTS and for finetuning it

tts xtts cocqui xttsv2 finetuning

Created 2023-12-14

130 commits to main branch, last one 2 months ago

zzz-api xing61

56

678

unknown

6

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

gpt gpt4 china proxy openai prompt chatgpt finetune embedding finetuning openai-api gpt-35-turbo openai-proxy

Created 2023-04-12

392 commits to main branch, last one about a month ago

godot-dodo minosvasilias

26

536

mit

8

Finetuning large language models for GDScript generation.

ai godot llama gdscript finetuning

Created 2023-04-23

5 commits to main branch, last one about a year ago

awesome-pretrain-on-molecules junxia97

53

502

unknown

19

[IJCAI 2023 survey track]A curated list of resources for chemical pre-trained models

gnns survey awesome molecule finetuning drug-discovery transfer-learning computational-chemistry chemical-language-models self-supervised-learning graph-representation-learning drug-discovery-and-development molecular-representation-learning

Created 2021-12-10

94 commits to main branch, last one about a year ago

finetune-gpt2xl Xirider

74

435

mit

5

Guide: Finetune GPT2-XL (1.5 Billion Parameters) and finetune GPT-NEO (2.7 B) on a single GPU with Huggingface Transformers using DeepSpeed

gpt2 gpt3 gpt-neo deepspeed finetuning huggingface gpt-neo-fine-tuning huggingface-transformers

Created 2021-03-26

118 commits to main branch, last one 2 years ago

aikit sozercan

31

405

mit

8

🏗️ Fine-tune, build, and deploy open-source LLMs easily!

Created 2023-09-20

374 commits to main branch, last one 9 days ago

AzureML-BERT microsoft

126

396

mit

22

End-to-End recipes for pre-training and fine-tuning BERT using Azure Machine Learning Service

nlp bert tuning pytorch bert-model finetuning pretraining azureml-bert language-model pretrained-models azure-machine-learning

Created 2018-12-06

95 commits to master branch, last one about a year ago

helix helixml

35

371

other

7

Multi-node production GenAI stack. Run the best of open source AI easily on your own servers. Easily add knowledge from documents and scrape websites. Create your own AI by fine-tuning open source mod...

Created 2023-10-17

4,389 commits to main branch, last one 6 hours ago

data-prep-kit IBM

143

370

apache-2.0

18

Open source project for data preparation of LLM application builders

llm ray data spark python llmapps malware data-prep finetuning datarecipes code-quality datacuration deduplication data-preparation data-preprocessing large-language-models large-scale-data-processing data-preprocessing-pipelines

Created 2024-04-08

4,269 commits to dev branch, last one 23 hours ago

bce-qianfan-sdk baidubce

51

341

apache-2.0

32

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）

bce llm chat maas baidu lmops qianfan ernie-bot embeddings finetuning

Created 2023-10-19

786 commits to main branch, last one 3 days ago

ChatKBQA LHRLAB

23

276

mit

2

[ACL 2024] Official resources of "ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models".

finetuning sparql-query graph-database knowledge-graph semantic-parsing large-language-models

Created 2023-08-29

140 commits to main branch, last one 4 months ago

NL2SQL_Handbook HKUSTDial

13

251

unknown

9

This is a continuously updated handbook for readers to easily track the latest NL2SQL (Text-to-SQL) techniques in the literature and provide practical guidance for researchers and practitioners.