kyleliang919 / Long-context-transformers
Exploring finetuning public checkpoints on filter 8K sequences on Pile
☆115Updated 2 years ago
Alternatives and similar repositories for Long-context-transformers:
Users that are interested in Long-context-transformers are comparing it to the libraries listed below
- Experiments with generating opensource language model assistants☆97Updated last year
- Multipack distributed sampler for fast padding-free training of LLMs☆186Updated 7 months ago
- Code repository for the c-BTM paper☆106Updated 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.☆93Updated 2 years ago
- some common Huggingface transformers in maximal update parametrization (µP)☆80Updated 3 years ago
- QLoRA with Enhanced Multi GPU Support☆36Updated last year
- ☆94Updated last year
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆117Updated last year
- ☆49Updated last year
- Comprehensive analysis of difference in performance of QLora, Lora, and Full Finetunes.☆82Updated last year
- Lightweight demos for finetuning LLMs. Powered by 🤗 transformers and open-source datasets.☆73Updated 5 months ago
- Multi-Domain Expert Learning☆67Updated last year
- A fast implementation of T5/UL2 in PyTorch using Flash Attention☆98Updated 2 weeks ago
- Fast, Modern, Memory Efficient, and Low Precision PyTorch Optimizers☆88Updated 8 months ago
- Demonstration that finetuning RoPE model on larger sequences than the pre-trained model adapts the model context limit☆63Updated last year
- [ICLR 2023] Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners☆113Updated 6 months ago
- Code for the paper "The Impact of Positional Encoding on Length Generalization in Transformers", NeurIPS 2023☆131Updated 11 months ago
- Implementation of the conditionally routed attention in the CoLT5 architecture, in Pytorch☆226Updated 6 months ago
- GPTQLoRA: Efficient Finetuning of Quantized LLMs with GPTQ☆100Updated last year
- QLoRA: Efficient Finetuning of Quantized LLMs☆77Updated 11 months ago
- ☆67Updated 2 years ago
- Datasets collection and preprocessings framework for NLP extreme multitask learning☆176Updated 2 months ago
- Language models scale reliably with over-training and on downstream tasks☆96Updated last year
- Code for Zero-Shot Tokenizer Transfer☆125Updated 2 months ago
- ☆72Updated last year
- Large scale 4D parallelism pre-training for 🤗 transformers in Mixture of Experts *(still work in progress)*☆81Updated last year
- Implementation of the Llama architecture with RLHF + Q-learning☆163Updated 2 months ago
- Experiments around a simple idea for inducing multiple hierarchical predictive model within a GPT☆210Updated 7 months ago
- ☆44Updated 4 months ago
- ☆19Updated 2 years ago