63 results found Sort:

unslothai
unsloth unslothai
1.2k
17.8k
apache-2.0
124
Finetune Llama 3.2, Mistral, Phi, Qwen & Gemma LLMs 2-5x faster with 80% less memory
ai llm llms lora phi3 gemma llama qlora llama3 mistral unsloth finetuning fine-tuning
Created 2023-11-29
559 commits to main branch, last one 10 hours ago
meta-llama
llama-recipes meta-llama
2.2k
14.9k
unknown
193
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
1,716 commits to main branch, last one 5 days ago
h2oai
h2o-llmstudio h2oai
417
4.0k
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 15 days ago
microsoft
FLAML microsoft
508
3.9k
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
764 commits to main branch, last one 6 days ago
linkedin
Liger-Kernel linkedin
192
3.4k
bsd-2-clause
37
Efficient Triton Kernels for LLM Training
llms phi3 llama gemma2 llama3 triton mistral finetuning llm-training triton-kernels
Created 2024-08-06
269 commits to main branch, last one 12 hours ago
Dataherald
dataherald Dataherald
235
3.3k
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 3 months ago
learnables
learn2learn learnables
353
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
stochasticai
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 about a month ago
eosphoros-ai
Awesome-Text2SQL eosphoros-ai
141
1.8k
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 10 days ago
jina-ai
finetuner jina-ai
67
1.5k
apache-2.0
26
: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
LazyAGI
LazyLLM LazyAGI
67
1.0k
apache-2.0
12
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
505 commits to main branch, last one a day ago
SocialAI-tianji
Tianji SocialAI-tianji
58
840
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 prompt finetuning
Created 2023-12-14
515 commits to main branch, last one a day ago
georgian-io
LLM-Finetuning-Toolkit georgian-io
91
778
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 about a month ago
daswer123
xtts-webui daswer123
119
640
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 20 days ago
xing61
zzz-api xing61
53
634
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 23 hours ago
minosvasilias
godot-dodo minosvasilias
26
532
mit
7
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
junxia97
awesome-pretrain-on-molecules junxia97
51
490
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
Xirider
finetune-gpt2xl Xirider
73
431
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
microsoft
AzureML-BERT microsoft
127
393
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
sozercan
aikit sozercan
29
385
mit
6
🏗️ Fine-tune, build, and deploy open-source LLMs easily!
ai gpt llm gemma llama docker nvidia openai chatgpt mistral mixtral buildkit open-llm inference finetuning kubernetes localllama fine-tuning open-source-llm large-language-models
Created 2023-09-20
338 commits to main branch, last one 4 days ago
helixml
helix helixml
28
337
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...
api k8s llm rag helm sdxl llama golang openai mistral mixtral openapi swagger gptscript llm-agent finetuning llm-serving self-hosted function-calling stable-diffusion
Created 2023-10-17
4,124 commits to main branch, last one 2 days ago
baidubce
bce-qianfan-sdk baidubce
49
329
apache-2.0
31
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
764 commits to main branch, last one 3 days ago
IBM
data-prep-kit IBM
123
261
apache-2.0
16
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
3,787 commits to dev branch, last one 21 hours ago
LHRLAB
ChatKBQA LHRLAB
23
260
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 2 months ago
kingTLE
literary-alpaca2 kingTLE
24
254
unknown
31
从词表到微调这就是你所需的一切
nlp llama2 finetuning pretraining
Created 2023-09-26
67 commits to main branch, last one 11 months ago
JosefAlbers
Phi-3-Vision-MLX JosefAlbers
16
233
mit
7
Phi-3.5 for Mac: Locally-run Vision and Language Models for Apple Silicon
api llm mac mlx vlm bgpt lora lstm agent macos metal phi-3 retnet phi-3-5 finetuning multimodal phi-3-mini fine-tuning phi-3-vision multi-agent-systems
Created 2024-05-27
57 commits to main branch, last one 2 months ago
gyunggyung
KoGPT2-FineTuning gyunggyung
56
230
apache-2.0
5
🔥 Korean GPT-2, KoGPT2 FineTuning cased. 한국어 가사 데이터 학습 🔥
nlp gpt2 kogpt2 korean finetuning korean-nlp fine-tuning language-model text-generation lyrics-generator
Created 2020-04-23
91 commits to master branch, last one 5 months ago
promptslab
LLMtuner promptslab
14
229
apache-2.0
4
FineTune LLMs in few lines of code (Text2Text, Text2Speech, Speech2Text)
llm llmops whisper finetune llmtuner finetuning fine-tuning finetune-gpt finetune-llm llm-training finetune-llms finetuning-rl llm-framework llm-inference finetune-llama fine-tuning-llm finetunechatgpt finetune-whisper whisper-finetune finetuning-large-language-models
Created 2023-04-28
79 commits to main branch, last one 9 months ago
rasbt
dora-from-scratch rasbt
13
188
mit
3
LoRA and DoRA from Scratch Implementations
llm pytorch finetuning
Created 2024-02-18
11 commits to main branch, last one 8 months ago
HKUSTDial
NL2SQL_Handbook HKUSTDial
8
184
unknown
8
This is a continuously updated handbook for readers to easily track the latest NL2SQL (Text2SQL) techniques in the literature and provide practical guidance for researchers and practitioners.
nlp llms nl2sql survey awesome text2sql tutorial nl-to-sql finetuning nl-to-code text-to-sql nlp-resources
Created 2024-05-21
86 commits to main branch, last one 2 days ago