QuixiAI / laserRMTLinks
This is our own implementation of 'Layer Selective Rank Reduction'
☆239Updated last year
Alternatives and similar repositories for laserRMT
Users that are interested in laserRMT are comparing it to the libraries listed below
Sorting:
- Low-Rank adapter extraction for fine-tuned transformers models☆173Updated last year
- A bagel, with everything.☆322Updated last year
- Merge Transformers language models by use of gradient parameters.☆206Updated 11 months ago
- Generate Synthetic Data Using OpenAI, MistralAI or AnthropicAI☆222Updated last year
- Some simple scripts that I use day-to-day when working with LLMs and Huggingface Hub☆162Updated last year
- Load multiple LoRA modules simultaneously and automatically switch the appropriate combination of LoRA modules to generate the best answe…☆156Updated last year
- ☆128Updated 3 months ago
- Fully fine-tune large models like Mistral, Llama-2-13B, or Qwen-14B completely for free☆232Updated 8 months ago
- QLoRA: Efficient Finetuning of Quantized LLMs☆78Updated last year
- ☆157Updated last year
- Convenient wrapper for fine-tuning and inference of Large Language Models (LLMs) with several quantization techniques (GTPQ, bitsandbytes…☆146Updated last year
- Landmark Attention: Random-Access Infinite Context Length for Transformers QLoRA☆123Updated 2 years ago
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆240Updated last year
- An unsupervised model merging algorithm for Transformers-based language models.☆105Updated last year
- ☆134Updated 10 months ago
- Steer LLM outputs towards a certain topic/subject and enhance response capabilities using activation engineering by adding steering vecto…☆240Updated 5 months ago
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆198Updated last year
- Full finetuning of large language models without large memory requirements☆94Updated last year
- ☆415Updated last year
- Comprehensive analysis of difference in performance of QLora, Lora, and Full Finetunes.☆82Updated last year
- Just a bunch of benchmark logs for different LLMs☆119Updated 11 months ago
- A library for easily merging multiple LLM experts, and efficiently train the merged LLM.☆485Updated 10 months ago
- A fast batching API to serve LLM models☆183Updated last year
- an implementation of Self-Extend, to expand the context window via grouped attention☆119Updated last year
- ☆66Updated last year
- EvolKit is an innovative framework designed to automatically enhance the complexity of instructions used for fine-tuning Large Language M…☆229Updated 8 months ago
- An easy-to-understand framework for LLM samplers that rewind and revise generated tokens☆140Updated 4 months ago
- 1.58-bit LLaMa model☆81Updated last year
- A benchmark for emotional intelligence in large language models☆315Updated 11 months ago
- ☆199Updated last year