81 results found Sort:

hiyouga
LLaMA-Factory hiyouga
4.2k
33.8k
apache-2.0
209
Unified Efficient Fine-Tuning of 100+ LLMs (ACL 2024)
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
2,349 commits to main branch, last one 2 days ago
haotian-liu
LLaVA haotian-liu
2.2k
20.1k
apache-2.0
157
[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.
gpt-4 llama llava llama2 chatbot chatgpt llama-2 multimodal multi-modality foundation-models instruction-tuning vision-language-model visual-language-learning
Created 2023-04-17
460 commits to main branch, last one 5 months ago
BradyFU
Awesome-Multimodal-Large-Language-Models BradyFU
801
12.5k
unknown
273
:sparkles::sparkles:Latest Advances on Multimodal Large Language Models
multi-modality chain-of-thought instruction-tuning in-context-learning instruction-following large-language-models visual-instruction-tuning large-vision-language-model multimodal-chain-of-thought large-vision-language-models multimodal-instruction-tuning multimodal-in-context-learning multimodal-large-language-models
Created 2023-05-19
713 commits to main branch, last one 8 days ago
RUCAIBox
LLMSurvey RUCAIBox
811
10.3k
unknown
158
The official GitHub page for the survey paper "A Survey of Large Language Models".
llm llms rlhf chatgpt pre-training chain-of-thought instruction-tuning in-context-learning large-language-models natural-language-processing pre-trained-language-models
Created 2023-03-14
139 commits to main branch, last one 2 months ago
Instruction-Tuning-with-GPT-4
GPT-4-LLM Instruction-Tuning-with-GPT-4
302
4.2k
apache-2.0
43
Instruction Tuning with GPT-4
gpt-4 llama alpaca chatgpt instruction-tuning
Created 2023-04-06
37 commits to main branch, last one about a year ago
yizhongw
self-instruct yizhongw
487
4.1k
apache-2.0
58
Aligning pretrained language models with instruction data generated by themselves.
language-model instruction-tuning general-purpose-model
Created 2022-12-20
22 commits to main branch, last one about a year ago
Luodian
Otter Luodian
242
3.6k
mit
100
🦦 Otter, a multi-modal model based on OpenFlamingo (open-sourced version of DeepMind's Flamingo), trained on MIMIC-IT and showcasing improved instruction-following and in-context learning ability.
gpt-4 chatgpt embodied-ai deep-learning multi-modality machine-learning foundation-models instruction-tuning large-scale-models artificial-inteligence visual-language-learning
Created 2023-04-01
626 commits to main branch, last one 8 months ago
NExT-GPT
NExT-GPT NExT-GPT
326
3.3k
bsd-3-clause
59
Code and models for NExT-GPT: Any-to-Any Multimodal Large Language Model
llm gpt-4 chatgpt multimodal foundation-models instruction-tuning multi-modal-chatgpt large-language-models visual-language-learning
Created 2023-08-30
249 commits to main branch, last one 4 days ago
PKU-YuanGroup
Video-LLaVA PKU-YuanGroup
215
3.0k
apache-2.0
28
【EMNLP 2024🔥】Video-LLaVA: Learning United Visual Representation by Alignment Before Projection
multi-modal instruction-tuning large-vision-language-model
Created 2023-10-23
152 commits to main branch, last one about a month ago
modelscope
data-juicer modelscope
174
2.9k
apache-2.0
19
A one-stop data processing system to make data higher-quality, juicier, and more digestible for (multimodal) LLMs! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷为大模型提供更高质量、更丰富、更易”消化“的数据！
gpt llm nlp llms sora gpt-4 llama llava chinese dataset pytorch opendata streamlit multi-modal data-science pre-training data-analysis data-visualization instruction-tuning large-language-models
Created 2023-08-01
237 commits to main branch, last one a day ago
DSXiangLi
DecryptPrompt DSXiangLi
272
2.7k
unknown
58
总结Prompt&LLM论文，开源数据&模型，AIGC应用
llm aigc papers prompt chatgpt llm-agent demonstration prompt-tuning chain-of-thought few-shot-learning instruction-tuning prompt-engineering zero-shot-learning in-context-learning
Created 2023-02-10
818 commits to main branch, last one a day ago
PhoebusSi
Alpaca-CoT PhoebusSi
246
2.6k
apache-2.0
36
We unified the interfaces of instruction-tuning data (e.g., CoT data), multiple LLMs and parameter-efficient methods (e.g., lora, p-tuning) together for easy use. We welcome open-source enthusiasts to...
cot llm lora moss llama tabul alpaca chatglm chatgpt pytorch p-tuning tabular-data tabular-model instruction-tuning parameter-efficient
Created 2023-03-24
453 commits to main branch, last one 11 months ago
InternLM
InternLM-XComposer InternLM
154
2.5k
apache-2.0
43
InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output
gpt llm mllm gpt-4 chatgpt foundation multimodal language-model multi-modality instruction-tuning vision-transformer large-language-model supervised-finetuning vision-language-model visual-language-learning large-vision-language-model
Created 2023-09-26
395 commits to main branch, last one 27 days ago
X-PLUG
mPLUG-Owl X-PLUG
176
2.3k
mit
30
mPLUG-Owl: The Powerful Multi-modal Large Language Model Family
gpt damo gpt4 llama mplug video alpaca chatbot chatgpt pytorch dialogue gpt4-api mplug-owl multimodal huggingface pretraining transformer instruction-tuning visual-recognition large-language-models
Created 2023-04-25
158 commits to main branch, last one 22 days ago
cambrian-mllm
cambrian cambrian-mllm
113
1.7k
apache-2.0
21
Cambrian-1 is a family of multimodal LLMs with a vision-centric design.
clip dino llms mllm chatbot computer-vision instruction-tuning large-language-models representation-learning multimodal-large-language-models
Created 2024-06-17
59 commits to main branch, last one 7 days ago
OpenGVLab
InternVideo OpenGVLab
85
1.4k
apache-2.0
28
[ECCV2024] Video Foundation Models & Data for Multimodal Understanding
benchmark multimodal video-clip video-data video-dataset self-supervised video-retrieval foundation-models action-recognition instruction-tuning masked-autoencoder vision-transformer video-understanding zero-shot-retrieval contrastive-learning open-set-recognition video-question-answering zero-shot-classification temporal-action-localization spatio-temporal-action-localization
Created 2022-11-23
206 commits to main branch, last one about a month ago
zjunlp
KnowLM zjunlp
124
1.2k
mit
11
An Open-sourced Knowledgable Large Language Model Framework.
lora gpt-3 llama knowlm models chinese english bilingual deepspeed reasoning instructie instructions pre-training deep-learning language-model pre-trained-model instruction-tuning instruction-following large-language-models pre-trained-language-models
Created 2023-04-01
537 commits to main branch, last one 4 months ago
yaodongC
awesome-instruction-dataset yaodongC
59
1.1k
unknown
16
A collection of open-source dataset to train instruction-following LLMs (ChatGPT,LLaMA,Alpaca)
gpt-3 gpt-4 llama datasets awsome-lists language-model instruction-tuning instruction-following
Created 2023-03-29
44 commits to main branch, last one 10 months ago
datadreamer-dev
DataDreamer datadreamer-dev
44
838
mit
8
DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models.   🤖💤
gpt llm nlp llms llmops openai python pytorch alignment fine-tuning nlp-library transformers deep-learning synthetic-data machine-learning instruction-tuning natural-language-processing synthetic-dataset-generation
Created 2023-06-02
72 commits to main branch, last one 3 months ago
NVlabs
DoRA NVlabs
40
615
other
9
[ICML2024 (Oral)] Official PyTorch implementation of DoRA: Weight-Decomposed Low-Rank Adaptation
lora deep-learning instruction-tuning vision-and-language deep-neural-networks commonsense-reasoning large-language-models parameter-efficient-tuning large-vision-language-models parameter-efficient-fine-tuning
Created 2024-04-11
45 commits to main branch, last one about a month ago
HKUDS
GraphGPT HKUDS
58
611
apache-2.0
7
[SIGIR'2024] "GraphGPT: Graph Instruction Tuning for Large Language Models"
text-graph graph-learning instruction-tuning graph-neural-networks large-language-models
Created 2023-10-15
33 commits to main branch, last one 4 months ago
FudanDISC
DISC-FinLLM FudanDISC
71
594
apache-2.0
5
DISC-FinLLM，中文金融大语言模型（LLM），旨在为用户提供金融场景下专业、智能、全面的金融咨询服务。DISC-FinLLM, a Chinese financial large language model (LLM) designed to provide users with professional, intelligent, and comprehensive financial...
tool-learning chain-of-retrieval instruction-tuning retrieval-enhanced-generation financial-large-language-model
Created 2023-10-24
29 commits to main branch, last one about a year ago
ContextualAI
gritlm ContextualAI
40
561
mit
9
Generative Representational Instruction Tuning
llm grit llms mteb sgpt sbert embedding retrieval embeddings text-embedding embedding-models instruction-tuning information-retrieval
Created 2024-02-15
59 commits to main branch, last one a day ago
bigscience-workshop
xmtf bigscience-workshop
37
515
apache-2.0
6
Crosslingual Generalization through Multitask Finetuning
t5 mt0 bloom bloomz language-models multilingual-nlp instruction-tuning multitask-learning zero-shot-learning large-language-models
Created 2022-10-18
33 commits to master branch, last one about a month ago
hkust-nlp
deita hkust-nlp
27
494
apache-2.0
6
Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]
alignment data-centric instruction-tuning large-language-models
Created 2023-10-26
34 commits to main branch, last one 5 months ago
salesforce
DialogStudio salesforce
33
477
apache-2.0
13
DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection and Instruction-Aware Models for Conversational AI
dialog dataset open-source language-model conversational-ai instruction-tuning open-domain-dialog question-answering natural-language-generation natural-language-understanding
Created 2023-06-06
130 commits to main branch, last one 6 months ago
RenzeLou
awesome-instruction-learning RenzeLou
24
457
mit
7
Papers and Datasets on Instruction Tuning and Following. ✨✨✨
prompt survey datasets paper-list instruction awesome-list instruction-tuning in-context-learning instruction-learning large-language-models pretrained-language-model
Created 2023-02-21
190 commits to main branch, last one 7 months ago
mindspore-courses
step_into_llm mindspore-courses
96
427
apache-2.0
9
MindSpore online courses: Step into LLM
gpt llm moe nlp bert gpt2 peft rlhf llama llama2 chatglm chatgpt chatglm2 codegeex mindspore prompt-tuning instruction-tuning parallel-computing large-language-models natural-language-processing
Created 2023-03-21
126 commits to master branch, last one 13 days ago
HugAILab
HugNLP HugAILab
45
380
apache-2.0
8
CIKM2023 Best Demo Paper Award. HugNLP is a unified and comprehensive NLP library based on HuggingFace Transformer. Please hugging for NLP now!😊
hugchat pytorch transformers deep-learning few-shot-learning code-understanding instruction-tuning large-language-models prompt-based-learning information-extraction natural-language-processing
Created 2023-04-25
247 commits to main branch, last one about a year ago
princeton-nlp
LESS princeton-nlp
32
367
mit
5
[ICML 2024] LESS: Selecting Influential Data for Targeted Instruction Tuning
llm data llama mistral influence data-selection instruction-tuning
Created 2024-01-24
30 commits to main branch, last one 18 days ago