lisadunlap
PhD at UCB - vision & language - automated data science - @ucbrise @berkeleyvl
@ucbrise @berkeleyvl
lisadunlap's Stars
lm-sys/FastChat
An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
stanfordnlp/dspy
DSPy: The framework for programming—not prompting—language models
voxel51/fiftyone
Refine high-quality datasets and visual AI models
sgl-project/sglang
SGLang is a fast serving framework for large language models and vision language models.
meta-llama/llama-stack-apps
Agentic components of the Llama Stack APIs
rom1504/clip-retrieval
Easily compute clip embeddings and build a clip retrieval system with them
stanford-crfm/helm
Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110). This framework is also used to evaluate text-to-image models in HEIM (https://arxiv.org/abs/2311.04287) and vision-language models in VHELM (https://arxiv.org/abs/2410.07112).
cambrian-mllm/cambrian
Cambrian-1 is a family of multimodal LLMs with a vision-centric design.
ucbepic/docetl
A system for agentic LLM-powered data processing and ETL
pemistahl/lingua-py
The most accurate natural language detection library for Python, suitable for short text and mixed-language text
google/cld3
lmarena/arena-hard-auto
Arena-Hard-Auto: An automatic LLM benchmark.
TAG-Research/lotus
LOTUS: A semantic query engine - process data with LLMs as easily as writing pandas code
tgxs002/HPSv2
Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis
MMMU-Benchmark/MMMU
This repo contains evaluation code for the paper "MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI"
llava-rlhf/LLaVA-RLHF
Aligning LMMs with Factually Augmented RLHF
yossigandelsman/clip_text_span
official implementation of "Interpreting CLIP's Image Representation via Text-Based Decomposition"
TransluceAI/observatory
A toolkit for describing model features and intervening on those features to steer behavior.
Understanding-Visual-Datasets/VisDiff
Official implementation of "Describing Differences in Image Sets with Natural Language" (CVPR 2024 Oral)
lisadunlap/ALIA
Augmenting with Language-guided Image Augmentation (ALIA)
ScalerLab/JudgeBench
redteaming-arena/redteam-arena
see-say-segment/sesame
🔥 [CVPR 2024] Official implementation of "See, Say, and Segment: Teaching LMMs to Overcome False Premises (SESAME)"
XiangLi1999/AutoBencher
lisadunlap/VibeCheck
Official Implementation of "VibeCheck: Discover and Quantify Qualitative Differences in Large Language Models"
mchiquier/llm-mutate
yuhui-zh15/vlm_mmlu
commune-ai/arena
an arena for anything
cs280-berkeley/cs280-berkeley.github.io
diffusion-hyperfeatures/diffusion-hyperfeatures.github.io