Yung-Sung Chuang (voidism)

voidism

Geek Repo

Company:CSAIL, MIT

Location:Cambridge, Massachusetts

Home Page:https://people.csail.mit.edu/yungsung/

Twitter:@YungSungChuang

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Yung-Sung Chuang's starred repositories

llama3

The official Meta Llama 3 GitHub site

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LongChat

Official repository for LongChat and LongEval

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curiosity_redteam

Official implementation of ICLR'24 paper, "Curiosity-driven Red Teaming for Large Language Models" (https://openreview.net/pdf?id=4KqkizXgXU)

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bocoel

Bayesian Optimization as a Coverage Tool for Evaluating LLMs. Accurate evaluation (benchmarking) that's 10 times faster with just a few lines of modular code.

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dinosr

DinoSR: Self-Distillation and Online Clustering for Self-supervised Speech Representation Learning

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hyde

HyDE: Precise Zero-Shot Dense Retrieval without Relevance Labels

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cfrs

An extremely minimal drawing language consisting of only 6 simple commands: C, F, R, S, [, and ].

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bigcode-evaluation-harness

A framework for the evaluation of autoregressive code generation language models.

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LLM-Shearing

[ICLR 2024] Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning

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tuned-lens

Tools for understanding how transformer predictions are built layer-by-layer

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litellm

Call all LLM APIs using the OpenAI format. Use Bedrock, Azure, OpenAI, Cohere, Anthropic, Ollama, Sagemaker, HuggingFace, Replicate (100+ LLMs)

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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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traveling-words

Code repository for the paper "Traveling Words: A Geometric Interpretation of Transformers"

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DUAL-textless-SQA

Textless (ASR-transcript free) Spoken Question Answering. The official release of NMSQA dataset and the implementation of "DUAL: Textless Spoken Question Answering with Speech Discrete Unit Adaptive Learning" paper.

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EasyLM

Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Flax.

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DoLa

Official implementation for the paper "DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models"

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Taiwan-LLM

Traditional Mandarin LLMs for Taiwan

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silo-lm

SILO Language Models code repository

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speech-resynthesis

An official reimplementation of the method described in the INTERSPEECH 2021 paper - Speech Resynthesis from Discrete Disentangled Self-Supervised Representations.

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llama2.c

Inference Llama 2 in one file of pure C

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LLaVA-Med

Large Language-and-Vision Assistant for Biomedicine, built towards multimodal GPT-4 level capabilities.

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lost-in-the-middle

Code and data for "Lost in the Middle: How Language Models Use Long Contexts"

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Pengi

An Audio Language model for Audio Tasks

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BYOD

The Official Repository for "Bring Your Own Data! Self-Supervised Evaluation for Large Language Models"

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