marella / ctransformers
Python bindings for the Transformer models implemented in C/C++ using GGML library.
☆1,814Updated 9 months ago
Related projects ⓘ
Alternatives and complementary repositories for ctransformers
- A fast inference library for running LLMs locally on modern consumer-class GPUs☆3,680Updated this week
- A more memory-efficient rewrite of the HF transformers implementation of Llama for use with quantized weights.☆2,760Updated last year
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆4,497Updated last month
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆1,765Updated this week
- Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".☆1,941Updated 7 months ago
- 4 bits quantization of LLaMA using GPTQ☆2,998Updated 4 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…☆2,409Updated 3 months ago
- Customizable implementation of the self-instruct paper.☆1,024Updated 8 months ago
- Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs☆2,205Updated this week
- Alpaca dataset from Stanford, cleaned and curated☆1,519Updated last year
- ⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Pl…☆2,138Updated last month
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,755Updated 10 months ago
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆1,904Updated this week
- Tools for merging pretrained large language models.☆4,816Updated 2 weeks ago
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆2,526Updated last month
- [ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings☆1,869Updated 2 months ago
- A blazing fast inference solution for text embeddings models☆2,846Updated 2 weeks ago
- Simple UI for LLM Model Finetuning☆2,045Updated 10 months ago
- Fine-tune mistral-7B on 3090s, a100s, h100s☆702Updated last year
- LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions☆812Updated last year
- ☆1,022Updated 10 months ago
- Python bindings for llama.cpp☆8,141Updated this week
- Accessible large language models via k-bit quantization for PyTorch.☆6,299Updated this week
- The hub for EleutherAI's work on interpretability and learning dynamics☆2,282Updated 2 weeks ago
- YaRN: Efficient Context Window Extension of Large Language Models☆1,353Updated 7 months ago
- Chat language model that can use tools and interpret the results☆1,429Updated this week
- Tune any FALCON in 4-bit☆468Updated last year
- INT4/INT5/INT8 and FP16 inference on CPU for RWKV language model☆1,424Updated 3 months ago
- Fast inference engine for Transformer models☆3,411Updated this week