Collin Burns

Author of MMLU; MTS at Anthropic

Authored Projects (1)

Starred by

Vincent Weisser

Vincent Weisser(Cofounder of Prime Intellect) and

Jeff Hammerbacher

Jeff Hammerbacher(Cofounder of Cloudera).

discovering_latent_knowledge by collin-burns

Research paper code for unsupervised discovery of latent knowledge in LLMs

Finds truth-like features from model activations without supervision.
Leverages logical consistency (statement/negation truth values).
Evaluates on 6 models, 10 QA datasets; outperforms zero-shot.
Includes scripts for hidden state generation and evaluation.

Created 2 years ago

Updated 1 year ago

Starred Projects (10)

loom by cosmicoptima

Obsidian plugin for exploratory language model prompting

Created 2 years ago

Updated 7 months ago

repomix by yamadashy

CLI tool to pack codebases into AI-friendly formats for LLMs

cournape:

chiphuyen:

jrk:

joewalnes:

Created 1 year ago

Updated 1 day ago

weak-to-strong by openai

Weak-to-strong generalization research paper implementation

jaredpalmer:

Edward-Sun:

vincentweisser:

Jiayi-Pan:

Created 1 year ago

Updated 1 year ago

marvin by PrefectHQ

Python framework for agentic AI workflows

tobi:

bcherny:

wesm:

rodrigosnader:

Created 2 years ago

Updated 1 day ago

RL4LMs by allenai

RL library to fine-tune language models to human preferences

vincentweisser:

chiphuyen:

winglian:

shizhediao:

Created 3 years ago

Updated 1 year ago

CLIP_prefix_caption by rmokady

Image captioning model using CLIP embeddings as a prefix

chiphuyen:

hiyouga:

Created 4 years ago

Updated 1 year ago

mistral by stanford-crfm

Framework for large language model training

clmnt:

osanseviero:

infwinston:

parasj:

Created 4 years ago

Updated 2 years ago

PromptPapers by thunlp

Paper list for prompt-based tuning of pre-trained language models

yiranwu0:

JustinLin610:

JohannesHa:

shizhediao:

Created 4 years ago

Updated 2 years ago

TruthfulQA by sylinrl

Benchmark dataset for evaluating truthfulness of language models

winglian:

hammer:

evhub:

Created 4 years ago

Updated 9 months ago

pytorch_image_classification by hysts

PyTorch image classification for various datasets (CIFAR, MNIST, ImageNet)

guygurari:

stas00:

Created 8 years ago

Updated 3 years ago

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