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MS3.2 24B Astral Mirage by Vortex5

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MS3.2 24B Astral Mirage is an open-source language model by Vortex5. Features: 24b LLM, VRAM: 47.3GB, Context: 128K, Merged, LLM Explorer Score: 0.19.

  Merged Model   Arxiv:2403.19522 Base model:doctor-shotgun/ms3.... Base model:gryphe/codex-24b-sm... Base model:zerofata/ms3.2-pain...   Endpoints compatible   Mistral   Region:us   Roleplay   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Vortex5/MS3.2-24B-Astral-Mirage 

MS3.2 24B Astral Mirage Benchmarks

LLME Score: 0.19326
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
MS3.2 24B Astral Mirage (Vortex5/MS3.2-24B-Astral-Mirage)
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MS3.2 24B Astral Mirage Parameters and Internals

LLM NameMS3.2 24B Astral Mirage
Repository 🤗https://huggingface.co/Vortex5/MS3.2-24B-Astral-Mirage 
Base Model(s)  Doctor-Shotgun/MS3.2-24B-Magnum-Diamond   zerofata/MS3.2-PaintedFantasy-24B   Gryphe/Codex-24B-Small-3.2   Doctor-Shotgun/MS3.2-24B-Magnum-Diamond   zerofata/MS3.2-PaintedFantasy-24B   Gryphe/Codex-24B-Small-3.2
Merged ModelYes
Model Size24b
Required VRAM47.3 GB
Updated2026-05-26
MaintainerVortex5
Model Typemistral
Model Files  4.9 GB: 1-of-10   4.8 GB: 2-of-10   4.8 GB: 3-of-10   4.9 GB: 4-of-10   4.8 GB: 5-of-10   4.8 GB: 6-of-10   4.9 GB: 7-of-10   4.8 GB: 8-of-10   4.8 GB: 9-of-10   3.8 GB: 10-of-10
Model ArchitectureMistralForCausalLM
Context Length131072
Model Max Length131072
Transformers Version4.53.0
Tokenizer ClassLlamaTokenizerFast
Padding Token<pad>
Vocabulary Size131072
Torch Data Typebfloat16

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...donia 24B V4.3 Absolute Heresy128K / 47.1 GB25517
Note: green Score (e.g. "73.2") means that the model is better than Vortex5/MS3.2-24B-Astral-Mirage.

Rank the MS3.2 24B Astral Mirage Capabilities

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Instruction Following and Task Automation  
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Text Summarization and Feature Extraction  
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