TheBlokeAI / AIScriptsLinks
Some simple scripts that I use day-to-day when working with LLMs and Huggingface Hub
☆161Updated 2 years ago
Alternatives and similar repositories for AIScripts
Users that are interested in AIScripts are comparing it to the libraries listed below
Sorting:
- This is our own implementation of 'Layer Selective Rank Reduction'☆240Updated last year
- Convenient wrapper for fine-tuning and inference of Large Language Models (LLMs) with several quantization techniques (GTPQ, bitsandbytes…☆146Updated 2 years ago
- Low-Rank adapter extraction for fine-tuned transformers models☆179Updated last year
- ☆74Updated 2 years ago
- Merge Transformers language models by use of gradient parameters.☆209Updated last year
- Landmark Attention: Random-Access Infinite Context Length for Transformers QLoRA☆124Updated 2 years ago
- Generate Synthetic Data Using OpenAI, MistralAI or AnthropicAI☆222Updated 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
- QLoRA: Efficient Finetuning of Quantized LLMs☆79Updated last year
- ☆198Updated last year
- An unsupervised model merging algorithm for Transformers-based language models.☆108Updated last year
- GPT-2 small trained on phi-like data☆67Updated last year
- Automated prompting and scoring framework to evaluate LLMs using updated human knowledge prompts☆109Updated 2 years ago
- Full finetuning of large language models without large memory requirements☆94Updated 2 months ago
- Let's create synthetic textbooks together :)☆75Updated last year
- Fully fine-tune large models like Mistral, Llama-2-13B, or Qwen-14B completely for free☆232Updated last year
- ☆21Updated 2 years ago
- Comprehensive analysis of difference in performance of QLora, Lora, and Full Finetunes.☆83Updated 2 years ago
- ☆164Updated 3 months ago
- Zeus LLM Trainer is a rewrite of Stanford Alpaca aiming to be the trainer for all Large Language Models☆70Updated 2 years ago
- A bagel, with everything.☆325Updated last year
- ☆67Updated last year
- ☆117Updated 11 months ago
- Finetune Falcon, LLaMA, MPT, and RedPajama on consumer hardware using PEFT LoRA☆104Updated 6 months ago
- Maybe the new state of the art vision model? we'll see 🤷♂️☆167Updated last year
- Function Calling Benchmark & Testing☆92Updated last year
- Just a bunch of benchmark logs for different LLMs☆119Updated last year
- Small finetuned LLMs for a diverse set of useful tasks☆127Updated 2 years ago
- inference code for mixtral-8x7b-32kseqlen☆103Updated last year
- GPTQLoRA: Efficient Finetuning of Quantized LLMs with GPTQ☆102Updated 2 years ago