137 results found Sort:

run-llama
llama_index run-llama
4.6k
33.0k
mit
236
LlamaIndex is a data framework for your LLM applications
llm rag data agents framework llamaindex application fine-tuning vector-database
Created 2022-11-02
4,572 commits to main branch, last one 11 hours ago
hiyouga
LLaMA-Factory hiyouga
3.1k
25.1k
apache-2.0
170
Unify Efficient Fine-Tuning of 100+ LLMs
ai gpt llm moe lora peft qwen rlhf agent llama qlora llama3 chatglm mistral fine-tuning quantization transformers language-model instruction-tuning large-language-models
Created 2023-05-28
1,808 commits to main branch, last one 16 hours ago
unslothai
unsloth unslothai
772
12.0k
apache-2.0
88
Finetune Llama 3, Mistral, Phi & Gemma LLMs 2-5x faster with 80% less memory
ai llms lora phi3 gemma llama qlora llama3 mistral finetuning fine-tuning
Created 2023-11-29
248 commits to main branch, last one 6 days ago
ludwig-ai
ludwig ludwig-ai
1.2k
11.0k
apache-2.0
194
Low-code framework for building custom LLMs, neural networks, and other AI models
ml llm deep llama llama2 mistral pytorch learning fine-tuning data-centric data-science deeplearning llm-training deep-learning neural-network computer-vision machinelearning machine-learning natural-language natural-language-processing
Created 2018-12-27
3,853 commits to master branch, last one 25 days ago
bentoml
OpenLLM bentoml
586
9.2k
apache-2.0
53
Run any open-source LLMs, such as Llama 2, Mistral, as OpenAI compatible API endpoint in the cloud.
ai ml llm mpt llama mlops falcon llama2 llmops vicuna bentoml llm-ops mistral openllm stablelm fine-tuning llm-serving llm-inference model-inference open-source-llm
Created 2023-04-19
1,579 commits to main branch, last one 2 days ago
cloneofsimo
lora cloneofsimo
472
6.8k
apache-2.0
59
Using Low-rank adaptation to quickly fine-tune diffusion models.
lora diffusion dreambooth fine-tuning stable-diffusion
Created 2022-12-08
191 commits to master branch, last one 3 months ago
flyteorg
flyte flyteorg
550
5.2k
apache-2.0
258
Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
llm data grpc flyte mlops scale golang python dataops workflow kubernetes production declarative fine-tuning data-science data-analysis machine-learning production-grade kubernetes-operator orchestration-engine
Created 2019-10-21
4,242 commits to master branch, last one 9 hours ago
h2oai
h2o-llmstudio h2oai
390
3.7k
apache-2.0
46
H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://h2oai.github.io/h2o-llmstudio/
ai gpt llm llama llama2 chatbot chatgpt finetuning generative fine-tuning llm-training generative-ai
Created 2023-04-17
377 commits to main branch, last one 14 hours ago
hiyouga
ChatGLM-Efficient-Tuning hiyouga
464
3.6k
apache-2.0
32
Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调
lora peft rlhf qlora alpaca chatglm chatgpt pytorch chatglm2 fine-tuning huggingface transformers language-model
This repository has been archived (exclude archived)
Created 2023-04-08
287 commits to main branch, last one 8 months ago
ZhaoJ9014
face.evoLVe ZhaoJ9014
759
3.4k
mit
111
🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
nus pytorch tencent fine-tuning deep-learning face-alignment face-detection model-training computer-vision face-recognition machine-learning data-augmentation transfer-learning feature-extraction imbalanced-learning supervised-learning hard-negative-mining artificial-intelligence face-landmark-detection convolutional-neural-network
Created 2019-01-04
746 commits to master branch, last one about a year ago
truefoundry
cognita truefoundry
216
2.9k
apache-2.0
33
RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
ai llm rag data agent mlops llmops python llm-ops framework typescript application fine-tuning deep-learning generative-ai machine-learning model-deployment retrieval-augmented-generation
Created 2023-07-26
180 commits to main branch, last one a day ago
dbiir
UER-py dbiir
525
2.9k
apache-2.0
75
Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
t5 gpt ner bart bert clue elmo gpt-2 unilm albert chinese pegasus pytorch roberta model-zoo fine-tuning xlm-roberta pre-training classification natural-language-processing
Created 2019-04-10
1,058 commits to master branch, last one about a month ago
iusztinpaul
hands-on-llms iusztinpaul
407
2.6k
mit
44
🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time financial advisor LLM system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 𝘷𝘪𝘥𝘦𝘰 & 𝘳𝘦�...
aws beam cicd llms mlops qlora docker llmops qdrant bytewax comet-ml langchain streaming fine-tuning huggingface transformers generative-ai 3-pipeline-design
Created 2023-06-28
140 commits to main branch, last one 2 months ago
stochasticai
xTuring stochasticai
197
2.6k
apache-2.0
32
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
591 commits to main branch, last one 2 months ago
nucleuscloud
neosync nucleuscloud
75
2.5k
mit
8
Open source data anonymization and synthetic data orchestration for developers. Create high fidelity synthetic data and sync it across your environments.
etl faker react docker golang nextjs benthos reactjs testing protobuf kubernetes typescript fine-tuning open-source self-hosted orchestration synthetic-data test-data-generator synthetic-data-generation
Created 2023-08-24
1,688 commits to main branch, last one 13 hours ago
YiVal
YiVal YiVal
421
2.5k
apache-2.0
241
Your Automatic Prompt Engineering Assistant for GenAI Applications
ai api llm aigc gpt4 prompt python autogpt framework ai-toolkit midjourney fine-tuning generative-ai prompt-tuning ai-experiments auto-prompting stable-diffusion promptengineering prompt-engineering
Created 2023-07-15
812 commits to master branch, last one 4 months ago
predibase
lorax predibase
125
1.8k
apache-2.0
30
Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs
gpt llm lora llama llmops pytorch fine-tuning llm-serving transformers llm-inference model-serving
Created 2023-10-20
725 commits to main branch, last one a day ago
adobe-research
custom-diffusion adobe-research
137
1.8k
other
31
Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)
pytorch few-shot fine-tuning customization computer-vision diffusion-models text-to-image-generation
Created 2022-12-08
72 commits to main branch, last one 6 months ago
ashishpatel26
LLM-Finetuning ashishpatel26
482
1.8k
unknown
25
LLM Finetuning with peft
llm llms lora peft llama falcon llama2 pytorch fine-tuning huggingface text-generation
Created 2023-06-08
39 commits to main branch, last one 2 months ago
LLMBook-zh
LLMBook-zh.github.io LLMBook-zh
115
1.8k
unknown
9
《大语言模型》作者：赵鑫，李军毅，周昆，唐天一，文继荣
nlp fine-tuning deep-learning language-model pretrained-models deep-neural-networks large-language-models artificial-intelligence deep-reinforcement-learning natural-language-processing
Created 2024-04-15
41 commits to main branch, last one 2 months ago
ray-project
llm-applications ray-project
204
1.6k
cc-by-4.0
16
A comprehensive guide to building RAG-based LLM applications for production.
ray llms llama2 openai serving anyscale fine-tuning machine-learning
Created 2023-08-16
85 commits to main branch, last one 2 months ago
google-deepmind
penzai google-deepmind
45
1.5k
apache-2.0
17
A JAX research toolkit for building, editing, and visualizing neural networks.
jax fine-tuning visualization neural-networks interpretability
Created 2024-04-04
32 commits to main branch, last one a day ago
kubeflow
training-operator kubeflow
657
1.5k
apache-2.0
86
Distributed ML Training and Fine-Tuning on Kubernetes
ai gpu jax llm mlops python pytorch xgboost kubeflow kubernetes tensorflow distributed fine-tuning huggingface machine-learning
Created 2017-06-28
1,027 commits to master branch, last one a day ago
smallcloudai
refact smallcloudai
98
1.5k
bsd-3-clause
20
WebUI for Fine-Tuning and Self-hosting of Open-Source Large Language Models for Coding
ai chat llms llama2 devtools starchat wizardlm starcoder fine-tuning refactoring self-hosted autocompletion developer-tools
Created 2023-04-19
1,088 commits to main branch, last one 6 days ago
jina-ai
finetuner jina-ai
66
1.4k
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
Created 2021-08-11
686 commits to main branch, last one 11 months ago
Nerogar
OneTrainer Nerogar
110
1.3k
agpl-3.0
22
OneTrainer is a one-stop solution for all your stable diffusion training needs.
lora training fine-tuning stable-diffusion
Created 2023-04-12
723 commits to master branch, last one 5 days ago
eosphoros-ai
DB-GPT-Hub eosphoros-ai
165
1.2k
mit
18
A repository that contains models, datasets, and fine-tuning techniques for DB-GPT, with the purpose of enhancing model performance in Text-to-SQL
gpt llm sql nl2sql database datasets text2sql fine-tuning text-to-sql
Created 2023-06-02
386 commits to main branch, last one 3 days ago
dstackai
dstack dstackai
85
1.2k
mpl-2.0
10
dstack is an easy-to-use and flexible container orchestrator for running AI workloads in any cloud or data center.
aws gcp gpu llms azure cloud llmops python training fine-tuning llm-training llm-inference orchestration machine-learning
Created 2022-01-04
1,892 commits to master branch, last one 21 hours ago
Tencent
TencentPretrain Tencent
139
997
other
20
Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo
t5 gpt ner bart bert clue elmo gpt-2 unilm albert chinese pegasus pytorch roberta model-zoo fine-tuning xlm-roberta pre-training classification natural-language-processing
Created 2022-09-26
110 commits to main branch, last one about a month ago
AGI-Edgerunners
LLM-Adapters AGI-Edgerunners
90
994
apache-2.0
12
Code for our EMNLP 2023 Paper: "LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models"
adapters fine-tuning parameter-efficient large-language-models
Created 2023-03-29
180 commits to main branch, last one 3 months ago