Code and documentation to train Stanford's Alpaca models, and generate the data.
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Jul 17, 2024 - Python
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instruction-following
Here are 41 public repositories matching this topic...
✨✨Latest Advances on Multimodal Large Language Models
multi-modality instruction-following in-context-learning large-language-models chain-of-thought instruction-tuning visual-instruction-tuning large-vision-language-model multimodal-instruction-tuning large-vision-language-models multimodal-large-language-models multimodal-in-context-learning multimodal-chain-of-thought
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Dec 19, 2024
An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.
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Dec 19, 2024 - Python
Must-read Papers on LLM Agents.
nlp agent review natural-language-processing environment interactive prompt survey multiagent-systems surveys agents paper-list awsome-list instruction-following in-context-learning large-language-models llm
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Nov 12, 2024
An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.
nlp deep-learning leaderboard evaluation instruction-following foundation-models large-language-models rlhf
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Nov 11, 2024 - Jupyter Notebook
An Open-sourced Knowledgable Large Language Model Framework.
deep-learning models instructions english chinese llama lora language-model reasoning bilingual pre-training pre-trained-model pre-trained-language-models gpt-3 deepspeed instruction-following large-language-models instruction-tuning knowlm instructie
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Jun 26, 2024 - Python
A collection of open-source dataset to train instruction-following LLMs (ChatGPT,LLaMA,Alpaca)
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Jan 4, 2024
A simulation framework for RLHF and alternatives. Develop your RLHF method without collecting human data.
natural-language-processing deep-learning instruction-following large-language-models reinforcement-learning-from-human-feedback
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Jul 1, 2024 - Python
PhoGPT: Generative Pre-training for Vietnamese (2023)
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Nov 12, 2024 - Python
Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).
natural-language-processing natural-language-generation natural-language-understanding instruction multi-task-learning generalization instruction-following prompt-learning large-language-models cross-task-generalization
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Jul 20, 2023
This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicitation and Distillation Algorithms, and explore the Skill & Vertical Distillation of LLMs.
compression feedback survey alignment self-training multi-modal knowledge-distillation data-augmentation kd data-synthesis self-distillation instruction-following llm large-language-model supervised-finetuning
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Oct 22, 2024
A collection of ChatGPT and GPT-3.5 instruction-based prompts for generating and classifying text.
gpt-3 gpt3 gpt-3-prompts instruction-following gpt-3-prompt gpt-4 gpt4 prompt-engineering prompting chatgpt instructgpt chatgpt-prompts gpt3-instruct zero-shot-prompts instruct-gpt gpt35 gpt-35 gpt-35-prompts
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Mar 26, 2024
[NeurIPS'23] "MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing".
image-editing image-generation text-to-image image-synthesis text-to-image-synthesis diffusion-models instruction-following text-to-image-generation
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May 27, 2024 - Python
[ICLR 2024] Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models
science natural-language-processing resource instructions molecule dataset protein generation llama datasets biomedical instruction instruction-following large-language-models ai-for-science mol-instruction iclr2024
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Oct 28, 2024 - Python
BigCodeBench: Benchmarking Code Generation Towards AGI
agent benchmark program-synthesis gemini code-generation agents tool-use instruction-following gpt-4 large-language-models llm chatgpt function-calling deepseek claude-3
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Dec 12, 2024 - Python
[NeurIPS'24 Spotlight] EVE: Encoder-Free Vision-Language Models
clip vlm instruction-following large-language-models llm mllm multimodal-large-language-models vision-language-models encoder-free-vlm
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Oct 2, 2024 - Python
Code for "Lion: Adversarial Distillation of Proprietary Large Language Models (EMNLP 2023)"
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Feb 11, 2024 - Python
Finetune LLaMA-7B with Chinese instruction datasets
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May 8, 2023 - Python
EditWorld: Simulating World Dynamics for Instruction-Following Image Editing
image-editing text-to-image instruction-following large-language-models video-language-understanding
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Jun 23, 2024 - Python
WangChanGLM 🐘 - The Multilingual Instruction-Following Model
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Nov 22, 2023 - Jupyter Notebook
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