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llama3 implementation one matrix multiplication at a time
A framework for few-shot evaluation of language models.
Generate 3D objects conditioned on text or images
newspaper3k is a news, full-text, and article metadata extraction in Python 3. Advanced docs:
Just the facts -- web page content extraction
Text-to-image samples collected for the evaluation of DALL-E 3 in the whitepaper.
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
PyTorch package for the discrete VAE used for DALL·E.
Code for the paper "Language Models are Unsupervised Multitask Learners"
Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.
Code and model for the paper "Improving Language Understanding by Generative Pre-Training"
Unify Efficient Fine-Tuning of 100+ LLMs
Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supportin…
tiktoken is a fast BPE tokeniser for use with OpenAI's models.
A Native-PyTorch Library for LLM Fine-tuning
Complete Open Source and Modular solution for MMO
An Extensible Toolkit for Finetuning and Inference of Large Foundation Models. Large Models for All.
Benchmarking long-form factuality in large language models. Original code for our paper "Long-form factuality in large language models".
how to optimize some algorithm in cuda.