Projects in Awesome Lists tagged with instruction-following

https://github.com/tatsu-lab/stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

deep-learning instruction-following language-model

Last synced: 16 Dec 2024

https://optimalscale.github.io/LMFlow/

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

chatgpt deep-learning instruction-following language-model pretrained-models pytorch transformer

Last synced: 24 Sep 2024

https://github.com/optimalscale/lmflow

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

chatgpt deep-learning instruction-following language-model pretrained-models pytorch transformer

Last synced: 16 Dec 2024

https://github.com/OptimalScale/LMFlow

An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.

chatgpt deep-learning instruction-following language-model pretrained-models pytorch transformer

Last synced: 31 Oct 2024

https://github.com/zjunlp/LLMAgentPapers

Must-read Papers on LLM Agents.

agent agents awsome-list environment in-context-learning instruction-following interactive large-language-models llm multiagent-systems natural-language-processing nlp paper-list prompt review survey surveys

Last synced: 16 Nov 2024

https://github.com/zjunlp/llmagentpapers

Must-read Papers on LLM Agents.

agent agents awsome-list environment in-context-learning instruction-following interactive large-language-models llm multiagent-systems natural-language-processing nlp paper-list prompt review survey surveys

Last synced: 04 Dec 2024

https://github.com/tatsu-lab/alpaca_eval

An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.

deep-learning evaluation foundation-models instruction-following large-language-models leaderboard nlp rlhf

Last synced: 17 Dec 2024

https://github.com/zjunlp/CaMA

An Open-sourced Knowledgable Large Language Model Framework.

bilingual chinese deep-learning deepspeed english gpt-3 instructie instruction-following instruction-tuning instructions knowlm language-model large-language-models llama lora models pre-trained-language-models pre-trained-model pre-training reasoning

Last synced: 19 Dec 2024

https://github.com/zjunlp/KnowLM

An Open-sourced Knowledgable Large Language Model Framework.

bilingual chinese deep-learning deepspeed english gpt-3 instructie instruction-following instruction-tuning instructions knowlm language-model large-language-models llama lora models pre-trained-language-models pre-trained-model pre-training reasoning

Last synced: 05 Nov 2024

https://github.com/zjunlp/knowlm

An Open-sourced Knowledgable Large Language Model Framework.

bilingual chinese deep-learning deepspeed english gpt-3 instructie instruction-following instruction-tuning instructions knowlm language-model large-language-models llama lora models pre-trained-language-models pre-trained-model pre-training reasoning

Last synced: 19 Dec 2024

https://tatsu-lab.github.io/alpaca_eval/

An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.

deep-learning evaluation foundation-models instruction-following large-language-models leaderboard nlp rlhf

Last synced: 28 Oct 2024

https://github.com/tatsu-lab/alpaca_farm

A simulation framework for RLHF and alternatives. Develop your RLHF method without collecting human data.

deep-learning instruction-following large-language-models natural-language-processing reinforcement-learning-from-human-feedback

Last synced: 15 Dec 2024

https://github.com/SinclairCoder/Instruction-Tuning-Papers

Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).

cross-task-generalization generalization instruction instruction-following large-language-models multi-task-learning natural-language-generation natural-language-processing natural-language-understanding prompt-learning

Last synced: 03 Nov 2024

https://github.com/kevinamiri/instructgpt-prompts

A collection of ChatGPT and GPT-3.5 instruction-based prompts for generating and classifying text.

chatgpt chatgpt-prompts gpt-3 gpt-3-prompt gpt-3-prompts gpt-35 gpt-35-prompts gpt-4 gpt3 gpt3-instruct gpt35 gpt4 instruct-gpt instructgpt instruction-following prompt-engineering prompting zero-shot-prompts

Last synced: 09 Nov 2024

https://github.com/kevinamiri/Instructgpt-prompts

A collection of ChatGPT and GPT-3.5 instruction-based prompts for generating and classifying text.

chatgpt chatgpt-prompts gpt-3 gpt-3-prompt gpt-3-prompts gpt-35 gpt-35-prompts gpt-4 gpt3 gpt3-instruct gpt35 gpt4 instruct-gpt instructgpt instruction-following prompt-engineering prompting zero-shot-prompts

Last synced: 30 Oct 2024

https://github.com/VinAIResearch/PhoGPT

PhoGPT: Generative Pre-training for Vietnamese

generative-pre-trained-transformer gpt instruction-following llm phogpt vietnamese vietnamese-nlp

Last synced: 04 Nov 2024

https://github.com/osu-nlp-group/magicbrush

[NeurIPS'23] "MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing".

diffusion-models image-editing image-generation image-synthesis instruction-following text-to-image text-to-image-generation text-to-image-synthesis

Last synced: 15 Dec 2024

https://github.com/OSU-NLP-Group/MagicBrush

[NeurIPS'23] "MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing".

diffusion-models image-editing image-generation image-synthesis instruction-following text-to-image text-to-image-generation text-to-image-synthesis

Last synced: 04 Nov 2024

https://github.com/bigcode-project/bigcodebench

BigCodeBench: Benchmarking Code Generation Towards AGI

agent agents benchmark chatgpt claude-3 code-generation deepseek function-calling gemini gpt-4 instruction-following large-language-models llm program-synthesis tool-use

Last synced: 20 Dec 2024

https://github.com/zjunlp/mol-instructions

[ICLR 2024] Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models

ai-for-science biomedical dataset datasets generation iclr2024 instruction instruction-following instructions large-language-models llama mol-instruction molecule natural-language-processing protein resource science

Last synced: 18 Dec 2024

https://github.com/baaivision/eve

[NeurIPS'24 Spotlight] EVE: Encoder-Free Vision-Language Models

clip encoder-free-vlm instruction-following large-language-models llm mllm multimodal-large-language-models vision-language-models vlm

Last synced: 20 Dec 2024

https://github.com/A-baoYang/alpaca-7b-chinese

Finetune LLaMA-7B with Chinese instruction datasets

alpaca chatgpt deep-learning fine-tuning instruction-following llm lora nlp pytorch

Last synced: 25 Oct 2024

https://github.com/pythainlp/wangchanglm

WangChanGLM 🐘 - The Multilingual Instruction-Following Model

chatbot instruction-following llm multilingual-models

Last synced: 15 Nov 2024

https://github.com/YJiangcm/FollowBench?tab=readme-ov-file

Code for "FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models (ACL 2024)"

benchmark constraints instruction-following large-language-models multi-level

Last synced: 01 Nov 2024

https://github.com/YJiangcm/FollowBench

Code for "FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models (ACL 2024)"

benchmark constraints instruction-following large-language-models multi-level

Last synced: 10 Oct 2024

https://github.com/forhaoliu/instructrl

Instruction Following Agents with Multimodal Transforemrs

flax instruction-following instructions jax machine-learning reinforcement-learning transformer vision-language-transformer

Last synced: 10 Oct 2024

https://github.com/FudanDISC/ReForm-Eval

An benchmark for evaluating the capabilities of large vision-language models (LVLMs)

benchmark embodied-ai gpt4 in-context-learning instruction-following instruction-tuning large-language-models large-vision-language-models llm multimodal multimodal-chain-of-thought pre-training reformulation visual-chain-of-thought

Last synced: 10 Nov 2024

https://github.com/declare-lab/robustmift

[Arxiv 2024] Official Implementation of the paper: "Towards Robust Instruction Tuning on Multimodal Large Language Models"

instruction-following large-language-models llm llm-robustness multimodal-instruction-tuning multimodal-large-language-models

Last synced: 08 Nov 2024

https://github.com/frankroeder/hipss

Code for the Paper "Grounding Hindsight Instructions in Multi-Goal Reinforcement Learning for Robotics"

grounded-language-learning hindsight-experience-replay instruction-following robotics

Last synced: 06 Dec 2024

https://github.com/asifhaider/llm-finetuning-prompting-project

Python Project Sample for Demonstration

bm25 code-review few-shot-prompting gpt35turbo instruction-following llama3 qlora supervised-finetuning

Last synced: 05 Nov 2024