PiotrNawrot / nanoT5
Fast & Simple repository for pre-training and fine-tuning T5-style models
☆970Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for nanoT5
- [NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333☆1,045Updated 10 months ago
- Public repo for the NeurIPS 2023 paper "Unlimiformer: Long-Range Transformers with Unlimited Length Input"☆1,055Updated 8 months ago
- Cramming the training of a (BERT-type) language model into limited compute.☆1,296Updated 5 months ago
- Ungreedy subword tokenizer and vocabulary trainer for Python, Go & Javascript☆551Updated 4 months ago
- 🤖 A PyTorch library of curated Transformer models and their composable components☆866Updated 7 months ago
- Code for fine-tuning Platypus fam LLMs using LoRA☆623Updated 9 months ago
- Fine-tune mistral-7B on 3090s, a100s, h100s☆702Updated last year
- Tune any FALCON in 4-bit☆468Updated last year
- Inference code for Persimmon-8B☆416Updated last year
- The hub for EleutherAI's work on interpretability and learning dynamics☆2,282Updated 2 weeks ago
- Convolutions for Sequence Modeling☆869Updated 5 months ago
- Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates☆435Updated 6 months ago
- Code for T-Few from "Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning"☆431Updated last year
- Expanding natural instructions☆959Updated 11 months ago
- Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).☆756Updated last year
- What would you do with 1000 H100s...☆903Updated 10 months ago
- The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”☆939Updated 9 months ago
- Finetuning Large Language Models on One Consumer GPU in 2 Bits☆707Updated 5 months ago
- A library with extensible implementations of DPO, KTO, PPO, ORPO, and other human-aware loss functions (HALOs).☆744Updated this week
- YaRN: Efficient Context Window Extension of Large Language Models☆1,353Updated 7 months ago
- Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of memories using approximate …☆624Updated last year
- A crude RLHF layer on top of nanoGPT with Gumbel-Softmax trick☆287Updated 11 months ago
- batched loras☆336Updated last year
- Language Modeling with the H3 State Space Model☆513Updated last year
- Implementation of MEGABYTE, Predicting Million-byte Sequences with Multiscale Transformers, in Pytorch☆624Updated 2 months ago
- Minimalistic large language model 3D-parallelism training☆1,260Updated this week
- An open collection of implementation tips, tricks and resources for training large language models☆460Updated last year
- Extend existing LLMs way beyond the original training length with constant memory usage, without retraining☆675Updated 7 months ago
- A collection of open-source dataset to train instruction-following LLMs (ChatGPT,LLaMA,Alpaca)☆1,080Updated 10 months ago
- The repository for the code of the UltraFastBERT paper☆514Updated 7 months ago