abacaj / train-with-fsdpLinks
☆94Updated 2 years ago
Alternatives and similar repositories for train-with-fsdp
Users that are interested in train-with-fsdp are comparing it to the libraries listed below
Sorting:
- Comprehensive analysis of difference in performance of QLora, Lora, and Full Finetunes.☆83Updated 2 years ago
- Fully fine-tune large models like Mistral, Llama-2-13B, or Qwen-14B completely for free☆232Updated last year
- ☆45Updated 2 years ago
- Minimal example scripts of the Hugging Face Trainer, focused on staying under 150 lines☆196Updated last year
- QLoRA with Enhanced Multi GPU Support☆37Updated 2 years ago
- Full finetuning of large language models without large memory requirements☆94Updated 3 months ago
- ☆22Updated 2 years ago
- Just a bunch of benchmark logs for different LLMs☆119Updated last year
- ☆416Updated 2 years ago
- ☆86Updated last year
- Manage scalable open LLM inference endpoints in Slurm clusters☆278Updated last year
- Exploring finetuning public checkpoints on filter 8K sequences on Pile☆116Updated 2 years ago
- ☆95Updated 2 years ago
- Multipack distributed sampler for fast padding-free training of LLMs☆202Updated last year
- Doing simple retrieval from LLM models at various context lengths to measure accuracy☆107Updated 3 months ago
- ModuleFormer is a MoE-based architecture that includes two different types of experts: stick-breaking attention heads and feedforward exp…☆226Updated 3 months ago
- Code repository for the c-BTM paper☆108Updated 2 years ago
- A set of scripts and notebooks on LLM finetunning and dataset creation☆112Updated last year
- This is our own implementation of 'Layer Selective Rank Reduction'☆240Updated last year
- The Batched API provides a flexible and efficient way to process multiple requests in a batch, with a primary focus on dynamic batching o…☆154Updated 5 months ago
- batched loras☆347Updated 2 years ago
- Large scale 4D parallelism pre-training for 🤗 transformers in Mixture of Experts *(still work in progress)*☆87Updated 2 years ago
- git extension for {collaborative, communal, continual} model development☆217Updated last year
- Mixing Language Models with Self-Verification and Meta-Verification☆110Updated last year
- TART: A plug-and-play Transformer module for task-agnostic reasoning☆202Updated 2 years ago
- Experiments with generating opensource language model assistants☆97Updated 2 years ago
- Helpers and such for working with Lambda Cloud☆51Updated 2 years ago
- Multi-Domain Expert Learning☆67Updated last year
- ☆198Updated last year
- Tune MPTs☆84Updated 2 years ago