taprosoft / llm_finetuningLinks
Convenient wrapper for fine-tuning and inference of Large Language Models (LLMs) with several quantization techniques (GTPQ, bitsandbytes)
☆146Updated last year
Alternatives and similar repositories for llm_finetuning
Users that are interested in llm_finetuning are comparing it to the libraries listed below
Sorting:
- QLoRA: Efficient Finetuning of Quantized LLMs☆78Updated last year
- Some simple scripts that I use day-to-day when working with LLMs and Huggingface Hub☆161Updated 2 years ago
- Landmark Attention: Random-Access Infinite Context Length for Transformers QLoRA☆124Updated 2 years ago
- Low-Rank adapter extraction for fine-tuned transformers models☆178Updated last year
- This is our own implementation of 'Layer Selective Rank Reduction'☆240Updated last year
- Let's create synthetic textbooks together :)☆75Updated last year
- ☆74Updated 2 years ago
- Merge Transformers language models by use of gradient parameters.☆208Updated last year
- Generate Synthetic Data Using OpenAI, MistralAI or AnthropicAI☆222Updated last year
- GPT-2 small trained on phi-like data☆67Updated 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…☆170Updated last year
- Small finetuned LLMs for a diverse set of useful tasks☆128Updated 2 years ago
- Full finetuning of large language models without large memory requirements☆94Updated last week
- Load multiple LoRA modules simultaneously and automatically switch the appropriate combination of LoRA modules to generate the best answe…☆158Updated last year
- ☆168Updated 2 years ago
- ☆199Updated last year
- Tune MPTs☆84Updated 2 years ago
- Local LLM ReAct Agent with Guidance☆158Updated 2 years ago
- A fast batching API to serve LLM models☆187Updated last year
- A bagel, with everything.☆325Updated last year
- Simple and fast server for GPTQ-quantized LLaMA inference☆24Updated 2 years ago
- ☆162Updated last month
- An OpenAI-like LLaMA inference API☆113Updated 2 years ago
- Patch for MPT-7B which allows using and training a LoRA☆58Updated 2 years ago
- an implementation of Self-Extend, to expand the context window via grouped attention☆118Updated last year
- 📚 Datasets and models for instruction-tuning☆239Updated 2 years ago
- Steer LLM outputs towards a certain topic/subject and enhance response capabilities using activation engineering by adding steering vecto…☆247Updated 7 months ago
- Fully fine-tune large models like Mistral, Llama-2-13B, or Qwen-14B completely for free☆232Updated 11 months ago
- Tune any FALCON in 4-bit☆465Updated 2 years ago
- An unsupervised model merging algorithm for Transformers-based language models.☆107Updated last year