nebuly-ai / optimate
A collection of libraries to optimise AI model performances
☆8,372Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for optimate
- Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Ad…☆5,988Updated 2 months ago
- Instruct-tune LLaMA on consumer hardware☆18,630Updated 3 months ago
- [ICLR 2024] Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters☆5,739Updated 7 months ago
- The RedPajama-Data repository contains code for preparing large datasets for training large language models.☆4,564Updated 3 weeks ago
- Running large language models on a single GPU for throughput-oriented scenarios.☆9,186Updated last week
- OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset☆7,383Updated last year
- Code and documentation to train Stanford's Alpaca models, and generate the data.☆29,518Updated 3 months ago
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,028Updated 4 months ago
- Official implementation for "Multimodal Chain-of-Thought Reasoning in Language Models" (stay tuned and more will be updated)☆3,800Updated 4 months ago
- A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)☆4,500Updated 10 months ago
- RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best…☆12,630Updated last week
- StableLM: Stability AI Language Models☆15,831Updated 7 months ago
- CodeGen is a family of open-source model for program synthesis. Trained on TPU-v4. Competitive with OpenAI Codex.☆4,931Updated 7 months ago
- Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM☆7,700Updated 9 months ago
- 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading☆9,224Updated 2 months ago
- LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath☆9,257Updated 3 months ago
- LLaMA: Open and Efficient Foundation Language Models☆2,807Updated last year
- Repo for external large-scale work☆6,513Updated 6 months ago
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆16,354Updated this week
- Train transformer language models with reinforcement learning.☆9,967Updated this week
- LLM as a Chatbot Service☆3,290Updated 11 months ago
- Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Fl…☆2,401Updated 2 months ago
- An open-source framework for training large multimodal models.☆3,732Updated 2 months ago
- Accessible large language models via k-bit quantization for PyTorch.☆6,244Updated this week
- Let ChatGPT teach your own chatbot in hours with a single GPU!☆3,166Updated 7 months ago
- ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.☆9,420Updated 3 months ago
- Instruction Tuning with GPT-4☆4,199Updated last year
- Locally run an Instruction-Tuned Chat-Style LLM☆10,250Updated last year