kyleliang919 / Long-context-transformers
Exploring finetuning public checkpoints on filter 8K sequences on Pile
☆115Updated last year
Related projects ⓘ
Alternatives and complementary repositories for Long-context-transformers
- Experiments with generating opensource language model assistants☆97Updated last year
- Multipack distributed sampler for fast padding-free training of LLMs☆178Updated 3 months ago
- Code repository for the c-BTM paper☆105Updated last year
- Comprehensive analysis of difference in performance of QLora, Lora, and Full Finetunes.☆81Updated last year
- GPTQLoRA: Efficient Finetuning of Quantized LLMs with GPTQ☆97Updated last year
- Fast, Modern, Memory Efficient, and Low Precision PyTorch Optimizers☆58Updated 4 months ago
- ☆49Updated 8 months ago
- Demonstration that finetuning RoPE model on larger sequences than the pre-trained model adapts the model context limit☆63Updated last year
- QLoRA: Efficient Finetuning of Quantized LLMs☆77Updated 7 months ago
- QLoRA with Enhanced Multi GPU Support☆36Updated last year
- ☆91Updated last year
- Repo for training MLMs, CLMs, or T5-type models on the OLM pretraining data, but it should work with any hugging face text dataset.☆92Updated last year
- ☆20Updated last year
- some common Huggingface transformers in maximal update parametrization (µP)☆76Updated 2 years ago
- Multi-Domain Expert Learning☆67Updated 9 months ago
- ☆93Updated last year
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆112Updated last year
- Language models scale reliably with over-training and on downstream tasks☆94Updated 7 months ago
- Datasets collection and preprocessings framework for NLP extreme multitask learning☆149Updated 4 months ago
- A fast implementation of T5/UL2 in PyTorch using Flash Attention☆71Updated last month
- ☆71Updated 6 months ago
- A library for squeakily cleaning and filtering language datasets.☆45Updated last year
- Large scale 4D parallelism pre-training for 🤗 transformers in Mixture of Experts *(still work in progress)*☆80Updated 11 months ago
- Code for the paper "The Impact of Positional Encoding on Length Generalization in Transformers", NeurIPS 2023☆127Updated 6 months ago
- TART: A plug-and-play Transformer module for task-agnostic reasoning☆190Updated last year
- Understand and test language model architectures on synthetic tasks.☆162Updated 6 months ago
- Finetune Falcon, LLaMA, MPT, and RedPajama on consumer hardware using PEFT LoRA☆101Updated 3 months ago
- ☆73Updated last year