GGML_TYPE_Q6_K - "type-0" 6-bit quantization.Same super-block structure as GGML_TYPE_Q4_K resulting in 5.5 bpw GGML_TYPE_Q5_K - "type-1" 5-bit quantization.Scales and mins are quantized with 6 bits. GGML_TYPE_Q4_K - "type-1" 4-bit quantization in super-blocks containing 8 blocks, each block having 32 weights.GGML_TYPE_Q3_K - "type-0" 3-bit quantization in super-blocks containing 16 blocks, each block having 16 weights.This ends up effectively using 2.5625 bits per weight (bpw) Block scales and mins are quantized with 4 bits. GGML_TYPE_Q2_K - "type-1" 2-bit quantization in super-blocks containing 16 blocks, each block having 16 weight.GGUF does not yet have support for the new sliding window sequence length mode, so longer sequence lengths are not supported. Sequence length note: The model will work at sequence lengths of 4096, or lower. They are also compatible with many third party UIs and libraries - please see the list at the top of this README. These quantised GGUFv2 files are compatible with llama.cpp from August 27th onwards, as of commit d0cee0d Mistral AI's original unquantised fp16 model in pytorch format, for GPU inference and for further conversions.2, 3, 4, 5, 6 and 8-bit GGUF models for CPU+GPU inference.GPTQ models for GPU inference, with multiple quantisation parameter options.candle, a Rust ML framework with a focus on performance, including GPU support, and ease of use.llama-cpp-python, a Python library with GPU accel, LangChain support, and OpenAI-compatible API server.ctransformers, a Python library with GPU accel, LangChain support, and OpenAI-compatible AI server.v, an attractive and easy to use character-based chat GUI for Windows and macOS (both Silicon and Intel), with GPU acceleration.LoLLMS Web UI, a great web UI with many interesting and unique features, including a full model library for easy model selection. LM Studio, an easy-to-use and powerful local GUI for Windows and macOS (Silicon), with GPU acceleration.KoboldCpp, a fully featured web UI, with GPU accel across all platforms and GPU architectures.text-generation-webui, the most widely used web UI, with many features and powerful extensions.Here is an incomplate list of clients and libraries that are known to support GGUF: It is a replacement for GGML, which is no longer supported by llama.cpp. GGUF is a new format introduced by the llama.cpp team on August 21st 2023. This repo contains GGUF format model files for Mistral AI's Mistral 7B Instruct v0.1. Original model: Mistral 7B Instruct v0.1.Roll your UI.TheBloke's LLM work is generously supported by a grant from andreessen horowitz (a16z) One hundred fully integrated custom fields.Sync application preferences between two Macs (actions, templates, etc.).Export/import a file's metadata, including artwork.Support for Content Advisory, Identification, and AAC Kind fields in MPEG-4 files.Almost all non-binary ID3 fields have been extended to non-ID3 file types.It supports multiple fields of the same type where permitted.It supports multiple values per field type where permitted.LIST-INFO and XML support for WAV files.It edits chapter information in m4b audiobooks.It displays stem file metadata when available.It supports audio in aif, AIFC, AIFF, ape, DFF, DSF, FLAC, mp2, mp3, mp4, m4a, m4b, m4v, Ogg, OGA, opus, wav, and WV files.It interfaces with Apple's iTunes, Music, and TV applications.The app supports AcousticBrainz, AcousticID, Beatport, Discogs, iTunes, MusicBrainz, and The Movie Database (TMDb). It comes with various features, including actions and a unique scripting system. MP3 (including mp2), m4a (AAC, ALAC), mp4 (AAC, ALAC, video), m4b, m4v, FLAC, AIFF (AIFC, AIF), DFF, DSF, APE, WAV, OGG (single-stream Vorbis and Opus), Monkey's Audio (ape), and WavPack (VW) files will all be tagged by it. The software was built specifically for Mac users and included its tagging library. It was created for folks who want total control over their tagging. It is a tag editor developed for Mac OS X users who want total control over their tagging experience. Free Download 2manyrobots Yate full version standalone offline installer for macOS.
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