taprosoft / llm_finetuning
Convenient wrapper for fine-tuning and inference of Large Language Models (LLMs) with several quantization techniques (GTPQ, bitsandbytes)
☆145Updated last year
Related projects ⓘ
Alternatives and complementary repositories for llm_finetuning
- QLoRA: Efficient Finetuning of Quantized LLMs☆77Updated 7 months ago
- Merge Transformers language models by use of gradient parameters.☆201Updated 3 months ago
- This is our own implementation of 'Layer Selective Rank Reduction'☆232Updated 5 months ago
- Low-Rank adapter extraction for fine-tuned transformers model☆162Updated 6 months ago
- Landmark Attention: Random-Access Infinite Context Length for Transformers QLoRA☆124Updated last year
- Some simple scripts that I use day-to-day when working with LLMs and Huggingface Hub☆155Updated last year
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆112Updated last year
- Local LLM ReAct Agent with Guidance☆155Updated last year
- GPT-2 small trained on phi-like data☆65Updated 9 months ago
- Load multiple LoRA modules simultaneously and automatically switch the appropriate combination of LoRA modules to generate the best answe…☆142Updated 9 months ago
- ☆72Updated last year
- Notus is a collection of fine-tuned LLMs using SFT, DPO, SFT+DPO, and/or any other RLHF techniques, while always keeping a data-first app…☆161Updated 10 months ago
- A bagel, with everything.☆312Updated 7 months ago
- Small finetuned LLMs for a diverse set of useful tasks☆123Updated last year
- A benchmark for emotional intelligence in large language models☆197Updated 3 months ago
- Comprehensive analysis of difference in performance of QLora, Lora, and Full Finetunes.☆81Updated last year
- ☆149Updated 4 months ago
- A fast batching API to serve LLM models☆172Updated 6 months ago
- ☆93Updated last year
- ☆168Updated last year
- Client Code Examples, Use Cases and Benchmarks for Enterprise h2oGPTe RAG-Based GenAI Platform☆81Updated this week
- Steer LLM outputs towards a certain topic/subject and enhance response capabilities using activation engineering by adding steering vecto…☆203Updated 6 months ago
- ☆200Updated 9 months ago
- GPTQLoRA: Efficient Finetuning of Quantized LLMs with GPTQ☆97Updated last year
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆196Updated 6 months ago
- Patch for MPT-7B which allows using and training a LoRA☆58Updated last year
- Generate Synthetic Data Using OpenAI, MistralAI or AnthropicAI☆221Updated 6 months ago
- Full finetuning of large language models without large memory requirements☆93Updated 10 months ago
- Let's create synthetic textbooks together :)☆70Updated 9 months ago
- Document Q&A on Wikipedia articles using LLMs☆73Updated last year