thomasgauthier / LoRD
Low-Rank adapter extraction for fine-tuned transformers models
☆169Updated 9 months ago
Alternatives and similar repositories for LoRD:
Users that are interested in LoRD are comparing it to the libraries listed below
- This is our own implementation of 'Layer Selective Rank Reduction'☆233Updated 8 months ago
- Load multiple LoRA modules simultaneously and automatically switch the appropriate combination of LoRA modules to generate the best answe…☆149Updated last year
- An unsupervised model merging algorithm for Transformers-based language models.☆104Updated 9 months ago
- Merge Transformers language models by use of gradient parameters.☆205Updated 6 months ago
- QLoRA: Efficient Finetuning of Quantized LLMs☆77Updated 10 months ago
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆217Updated 9 months ago
- An easy-to-understand framework for LLM samplers that rewind and revise generated tokens☆129Updated this week
- ☆113Updated 4 months ago
- an implementation of Self-Extend, to expand the context window via grouped attention☆118Updated last year
- Generate Synthetic Data Using OpenAI, MistralAI or AnthropicAI☆222Updated 9 months ago
- ☆74Updated last year
- Full finetuning of large language models without large memory requirements☆93Updated last year
- Convenient wrapper for fine-tuning and inference of Large Language Models (LLMs) with several quantization techniques (GTPQ, bitsandbytes…☆147Updated last year
- Let's create synthetic textbooks together :)☆73Updated last year
- Comprehensive analysis of difference in performance of QLora, Lora, and Full Finetunes.☆82Updated last year
- Landmark Attention: Random-Access Infinite Context Length for Transformers QLoRA☆123Updated last year
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆192Updated 7 months ago
- A fast batching API to serve LLM models☆180Updated 9 months ago
- ☆123Updated 6 months ago
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆115Updated last year
- ☆65Updated 8 months ago
- ☆111Updated 2 months ago
- A bagel, with everything.☆316Updated 10 months ago
- ☆152Updated 7 months ago
- Model REVOLVER, a human in the loop model mixing system.☆33Updated last year
- A benchmark for emotional intelligence in large language models☆223Updated 6 months ago
- EvolKit is an innovative framework designed to automatically enhance the complexity of instructions used for fine-tuning Large Language M…☆203Updated 3 months ago
- ☆94Updated last year
- Easily view and modify JSON datasets for large language models☆70Updated last week
- Multipack distributed sampler for fast padding-free training of LLMs☆184Updated 6 months ago