commit 8d4735ef59370cd74c858d3ec78f450e53247397 Author: ModelHub XC Date: Fri Jun 19 14:46:20 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: gabriellarson/Mamba-Codestral-7B-v0.1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..51b1b11 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,61 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs 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files here later + + +Original Readme: +# Model Card for Mamba-Codestral-7B-v0.1 + +Codestral Mamba is an open code model based on the Mamba2 architecture. It performs on par with state-of-the-art Transformer-based code models. \ +You can read more in the [official blog post](https://mistral.ai/news/codestral-mamba/). + + +## Installation + +It is recommended to use `mistralai/Mamba-Codestral-7B-v0.1` with [mistral-inference](https://github.com/mistralai/mistral-inference) + + +``` +pip install mistral_inference>=1 mamba-ssm causal-conv1d +``` + +or directly with the original [`mamba`](https://github.com/state-spaces/mamba) package: + +``` +pip install mamba_ssm causal-conv1d +``` + +## Download + +```py +from huggingface_hub import snapshot_download +from pathlib import Path +mistral_models_path = Path.home().joinpath('mistral_models', 'Mamba-Codestral-7B-v0.1') +mistral_models_path.mkdir(parents=True, exist_ok=True) +snapshot_download(repo_id="mistralai/Mamba-Codestral-7B-v0.1", allow_patterns=["params.json", "consolidated.safetensors", "tokenizer.model.v3"], local_dir=mistral_models_path) +``` + +### Chat + +After installing `mistral_inference`, a `mistral-demo` CLI command should be available in your environment. + +``` +mistral-chat $HOME/mistral_models/Mamba-Codestral-7B-v0.1 --instruct --max_tokens 256 +``` + +## Evaluation +We evaluate Codestral Mamba, Codestral and open-weight models of similar size on industry-standard benchmarks. +| Benchmarks | HumanEval | MBPP | Spider | CruxE | HumanEval C++ | HumanEvalJava |HumanEvalJS |HumanEval Bash | +| :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: | +| CodeGemma 1.1 7B | 61.0% | 67.7% | 46.3% | 50.4% | 49.1% | 41.8% | 52.2% | 9.4% | +| CodeLlama 7B | 31.1% | 48.2% | 29.3% | 50.1% | 31.7% | 29.7% | 31.7% | 11.4% | +| DeepSeek v1.5 7B | 65.9% | **70.8%** | **61.2%** | 55.5% | 59.0% | **62.7%** | 60.9% | **33.5%** | +| **Codestral Mamba (7B)** | **75.0%** | 68.5% | 58.8% | **57.8%** | **59.8%** | 57.0% | **61.5%** | 31.1% | +| +| **Codestral (22B)** | **81.1%%** | **78.2%%** | **63.5%%** | 51.3% | **65.2%** | **63.3%** | - | **42.4%** | +| CodeLlama 34B | 43.3% | 75.1% | 50.8% | 55.2% | 51.6% | 57.0% | 59.0% | 29.7% | + +## The Mistral AI Team + +Albert Jiang, Alexandre Sablayrolles, Alexis Tacnet, Alok Kothari, Antoine Roux, Arthur Mensch, Audrey Herblin-Stoop, Augustin Garreau, Austin Birky, Bam4d, Baptiste Bout, Baudouin de Monicault, Blanche Savary, Carole Rambaud, Caroline Feldman, Devendra Singh Chaplot, Diego de las Casas, Eleonore Arcelin, Emma Bou Hanna, Etienne Metzger, Gaspard Blanchet, Gianna Lengyel, Guillaume Bour, Guillaume Lample, Harizo Rajaona, Henri Roussez, Hichem Sattouf, Ian Mack, Jean-Malo Delignon, Jessica Chudnovsky, Justus Murke, Kartik Khandelwal, Lawrence Stewart, Louis Martin, Louis Ternon, Lucile Saulnier, Lélio Renard Lavaud, Margaret Jennings, Marie Pellat, Marie Torelli, Marie-Anne Lachaux, Marjorie Janiewicz, Mickaël Seznec, Nicolas Schuhl, Niklas Muhs, Olivier de Garrigues, Patrick von Platen, Paul Jacob, Pauline Buche, Pavan Kumar Reddy, Perry Savas, Pierre Stock, Romain Sauvestre, Sagar Vaze, Sandeep Subramanian, Saurabh Garg, Sophia Yang, Szymon Antoniak, Teven Le Scao, Thibault Schueller, Thibaut Lavril, Thomas Wang, Théophile Gervet, Timothée Lacroix, Valera Nemychnikova, Wendy Shang, William El Sayed, William Marshall \ No newline at end of file