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Ms32 Final TEXTONLY by allura-forge

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Base model:finetune:mistralai/... Base model:mistralai/mistral-s...   Instruct   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/allura-forge/ms32-final-TEXTONLY 

Ms32 Final TEXTONLY Benchmarks

LLME Score: 0.25947
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Ms32 Final TEXTONLY (allura-forge/ms32-final-TEXTONLY)
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Ms32 Final TEXTONLY Parameters and Internals

LLM NameMs32 Final TEXTONLY
Repository 🤗https://huggingface.co/allura-forge/ms32-final-TEXTONLY 
Base Model(s)  mistralai/Mistral-Small-3.2-24B-Instruct-2506   mistralai/Mistral-Small-3.2-24B-Instruct-2506
Model Size24b
Required VRAM47.3 GB
Updated2025-07-19
Maintainerallura-forge
Model Typemistral
Instruction-BasedYes
Model Files  4.0 GB: 1-of-10   4.8 GB: 2-of-10   4.9 GB: 3-of-10   4.8 GB: 4-of-10   4.8 GB: 5-of-10   4.9 GB: 6-of-10   4.8 GB: 7-of-10   4.8 GB: 8-of-10   4.9 GB: 9-of-10   4.6 GB: 10-of-10
Model ArchitectureMistralForCausalLM
Context Length131072
Model Max Length131072
Transformers Version4.50.0.dev0
Tokenizer ClassLlamaTokenizerFast
Padding Token<pad>
Vocabulary Size131072
Torch Data Typebfloat16

Best Alternatives to Ms32 Final TEXTONLY

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Context / RAM
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...ral Nemo Instruct 24B Merge V11000K / 24.6 GB90
Codex 24B Small 3.2128K / 47.3 GB101841
Cydonia 24B V4128K / 47.3 GB80419
...mega Directive 24B Unslop V2.0128K / 47.3 GB16418
MS3.2 24B Magnum Diamond128K / 47.3 GB63725
...S3.2 PaintedFantasy Visage 33B128K / 67.4 GB29017
MS3.2 PaintedFantasy 24B128K / 47.3 GB34128
...l 3.2 24B Instruct 2506 ChatML128K / 47.3 GB16149
....2 24B Instruct 2506 Text Only128K / 47.3 GB12549
....2 24B Instruct 2506 Text Only128K / 47.3 GB23171
Note: green Score (e.g. "73.2") means that the model is better than allura-forge/ms32-final-TEXTONLY.

Rank the Ms32 Final TEXTONLY Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Release v20241124
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