Jiaxin Ge (para-lost)

para-lost

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Company:UC Berkeley

Location:Beijing

Home Page:jiaxin.ge

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Jiaxin Ge's starred repositories

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

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libpku

贵校课程资料民间整理

llama3

The official Meta Llama 3 GitHub site

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LLaVA

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

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generative_agents

Generative Agents: Interactive Simulacra of Human Behavior

codellama

Inference code for CodeLlama models

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trl

Train transformer language models with reinforcement learning.

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PaLM-rlhf-pytorch

Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM

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starcoder

Home of StarCoder: fine-tuning & inference!

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LLM-Agent-Paper-List

The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.

trlx

A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)

Language:PythonLicense:MITStargazers:4404Issues:49Issues:285

awesome-RLHF

A curated list of reinforcement learning with human feedback resources (continually updated)

BIG-bench

Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models

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prompt2model

prompt2model - Generate Deployable Models from Natural Language Instructions

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OpenRLHF

An Easy-to-use, Scalable and High-performance RLHF Framework (70B+ PPO Full Tuning & Iterative DPO & LoRA & Mixtral)

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viper

Code for the paper "ViperGPT: Visual Inference via Python Execution for Reasoning"

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unlimiformer

Public repo for the NeurIPS 2023 paper "Unlimiformer: Long-Range Transformers with Unlimited Length Input"

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webarena

Code repo for "WebArena: A Realistic Web Environment for Building Autonomous Agents"

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InstructCV

[ ICLR 2024 ] Official Codebase for "InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists"

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Multimodal-datasets

This repository is build in association with our position paper on "Multimodality for NLP-Centered Applications: Resources, Advances and Frontiers". As a part of this release we share the information about recent multimodal datasets which are available for research purposes. We found that although 100+ multimodal language resources are available in literature for various NLP tasks, still publicly available multimodal datasets are under-explored for its re-usage in subsequent problem domains.

violin

Data and code for CVPR 2020 paper: "VIOLIN: A Large-Scale Dataset for Video-and-Language Inference"

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NExT-QA

NExT-QA: Next Phase of Question-Answering to Explaining Temporal Actions (CVPR'21)

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visual-spatial-reasoning

[TACL'23] VSR: A probing benchmark for spatial undersranding of vision-language models.

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AutomaTikZ

Text-Guided Synthesis of Scientific Vector Graphics with TikZ

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ambient

Code and data associated with the AmbiEnt dataset in "We're Afraid Language Models Aren't Modeling Ambiguity" (Liu et al., 2023)

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atp-video-language

Official repo for CVPR 2022 (Oral) paper: Revisiting the "Video" in Video-Language Understanding. Contains code for the Atemporal Probe (ATP).

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MPI

This repo contains code for our NeurIPS 2023 spotlight paper: Evaluating and Inducing Personality in Pre-trained Language Models

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LangCode

LangCode - Improving alignment and reasoning of large language models (LLMs) with natural language embedded program (NLEP).

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