bigcode-project / bigcode-inference-benchmarkLinks
☆19Updated 11 months ago
Alternatives and similar repositories for bigcode-inference-benchmark
Users that are interested in bigcode-inference-benchmark are comparing it to the libraries listed below
Sorting:
- ☆75Updated last year
- ☆67Updated 3 years ago
- some common Huggingface transformers in maximal update parametrization (µP)☆82Updated 3 years ago
- ☆34Updated 2 years ago
- LM engine is a library for pretraining/finetuning LLMs☆61Updated this week
- ☆67Updated 2 years ago
- The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models" [AISTATS …☆61Updated 9 months ago
- ☆39Updated last year
- Simple and efficient pytorch-native transformer training and inference (batched)☆78Updated last year
- Simple implementation of Speculative Sampling in NumPy for GPT-2.☆95Updated last year
- A library to create and manage configuration files, especially for machine learning projects.☆79Updated 3 years ago
- Repo for training MLMs, CLMs, or T5-type models on the OLM pretraining data, but it should work with any hugging face text dataset.☆93Updated 2 years ago
- ☆114Updated last year
- A case study of efficient training of large language models using commodity hardware.☆68Updated 3 years ago
- Amos optimizer with JEstimator lib.☆82Updated last year
- Reference implementation for Reward-Augmented Decoding: Efficient Controlled Text Generation With a Unidirectional Reward Model☆44Updated last year
- Official Repository of Pretraining Without Attention (BiGS), BiGS is the first model to achieve BERT-level transfer learning on the GLUE …☆114Updated last year
- Transformers at any scale☆41Updated last year
- Experiment of using Tangent to autodiff triton☆79Updated last year
- ☆79Updated last year
- NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference☆66Updated 7 months ago
- Language models scale reliably with over-training and on downstream tasks☆97Updated last year
- Code for the paper "The Impact of Positional Encoding on Length Generalization in Transformers", NeurIPS 2023☆136Updated last year
- A minimal PyTorch Lightning OpenAI GPT w DeepSpeed Training!☆112Updated 2 years ago
- ☆54Updated 2 years ago
- Large scale 4D parallelism pre-training for 🤗 transformers in Mixture of Experts *(still work in progress)*☆86Updated last year
- Implementation of the specific Transformer architecture from PaLM - Scaling Language Modeling with Pathways - in Jax (Equinox framework)☆187Updated 3 years ago
- A library for squeakily cleaning and filtering language datasets.☆47Updated 2 years ago
- Repo for ICML23 "Why do Nearest Neighbor Language Models Work?"☆58Updated 2 years ago
- A repository for transformer critique learning and generation☆90Updated last year