Locutusque / TPU-Alignment
Fully fine-tune large models like Mistral, Llama-2-13B, or Qwen-14B completely for free
☆221Updated 2 weeks ago
Related projects ⓘ
Alternatives and complementary repositories for TPU-Alignment
- Comprehensive analysis of difference in performance of QLora, Lora, and Full Finetunes.☆81Updated last year
- ☆93Updated last month
- This is our own implementation of 'Layer Selective Rank Reduction'☆232Updated 5 months ago
- Minimal example scripts of the Hugging Face Trainer, focused on staying under 150 lines☆195Updated 6 months ago
- ☆91Updated last year
- An easy-to-understand framework for LLM samplers that rewind and revise generated tokens☆113Updated 3 weeks ago
- Manage scalable open LLM inference endpoints in Slurm clusters☆236Updated 4 months ago
- ☆118Updated 3 months ago
- Generate Synthetic Data Using OpenAI, MistralAI or AnthropicAI☆221Updated 6 months ago
- A set of scripts and notebooks on LLM finetunning and dataset creation☆93Updated last month
- Low-Rank adapter extraction for fine-tuned transformers model☆162Updated 6 months ago
- an implementation of Self-Extend, to expand the context window via grouped attention☆118Updated 10 months ago
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆196Updated 6 months ago
- code for training & evaluating Contextual Document Embedding models☆117Updated this week
- A bagel, with everything.☆312Updated 7 months ago
- A comprehensive deep dive into the world of tokens☆214Updated 4 months ago
- Set of scripts to finetune LLMs☆36Updated 7 months ago
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆173Updated 4 months ago
- A comprehensive repository of reasoning tasks for LLMs (and beyond)☆282Updated last month
- ☆104Updated 8 months ago
- awesome synthetic (text) datasets☆242Updated 3 weeks ago
- Fast parallel LLM inference for MLX☆149Updated 4 months ago
- Full finetuning of large language models without large memory requirements☆93Updated 10 months ago
- EvolKit is an innovative framework designed to automatically enhance the complexity of instructions used for fine-tuning Large Language M…☆180Updated 3 weeks ago
- An Open Source Toolkit For LLM Distillation☆356Updated 2 months ago
- experiments with inference on llama☆105Updated 5 months ago
- Doing simple retrieval from LLM models at various context lengths to measure accuracy☆97Updated 7 months ago
- ☆129Updated 3 weeks ago
- An introduction to LLM Sampling☆64Updated last week
- ☆204Updated 4 months ago