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Culturax Ar Spbpe32k Focus Embs Anneal Bf16 Mixed Xassy Final by kd-shared

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  Autotrain compatible   Endpoints compatible   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/kd-shared/culturax-ar-spbpe32k-focus-embs-anneal-bf16-mixed-xassy-final 

Culturax Ar Spbpe32k Focus Embs Anneal Bf16 Mixed Xassy Final Benchmarks

LLME Score: 0.16479
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Culturax Ar Spbpe32k Focus Embs Anneal Bf16 Mixed Xassy Final (kd-shared/culturax-ar-spbpe32k-focus-embs-anneal-bf16-mixed-xassy-final)
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Culturax Ar Spbpe32k Focus Embs Anneal Bf16 Mixed Xassy Final Parameters and Internals

Training Details 
Methodology:
focus+justembs-attn-fix-infini
Context Length:
4096
Hardware Used:
4 GPUs
LLM NameCulturax Ar Spbpe32k Focus Embs Anneal Bf16 Mixed Xassy Final
Repository 🤗https://huggingface.co/kd-shared/culturax-ar-spbpe32k-focus-embs-anneal-bf16-mixed-xassy-final 
Model Size7.2b
Required VRAM29 GB
Updated2025-09-08
Maintainerkd-shared
Model Typemistral
Model Files  0.0 GB   5.0 GB: 1-of-6   4.9 GB: 2-of-6   5.0 GB: 3-of-6   5.0 GB: 4-of-6   4.8 GB: 5-of-6   4.3 GB: 6-of-6
Model ArchitectureMistralForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.40.2
Tokenizer ClassLlamaTokenizer
Padding Token<pad>
Vocabulary Size32768
Torch Data Typefloat32

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Note: green Score (e.g. "73.2") means that the model is better than kd-shared/culturax-ar-spbpe32k-focus-embs-anneal-bf16-mixed-xassy-final.

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Release v20241124
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