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Ornith 1.0 397B Mlx 8bit by pipenetwork

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Ornith 1.0 397B Mlx 8bit is an open-source language model by pipenetwork. Features: 397b LLM, VRAM: 208.8GB, License: mit, Quantized, LLM Explorer Score: 0.31.

  8-bit   8bit Base model:deepreinforce-ai/or... Base model:quantized:deepreinf...   Conversational   En   Mlx   Moe   Quantized   Qwen3 5 moe   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/pipenetwork/Ornith-1.0-397B-mlx-8bit 

Ornith 1.0 397B Mlx 8bit Benchmarks

LLME Score: 0.31108
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Ornith 1.0 397B Mlx 8bit (pipenetwork/Ornith-1.0-397B-mlx-8bit)
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Ornith 1.0 397B Mlx 8bit Parameters and Internals

LLM NameOrnith 1.0 397B Mlx 8bit
Repository 🤗https://huggingface.co/pipenetwork/Ornith-1.0-397B-mlx-8bit 
Base Model(s)  deepreinforce-ai/Ornith-1.0-397B   deepreinforce-ai/Ornith-1.0-397B
Model Size397b
Required VRAM208.8 GB
Updated2026-06-27
Maintainerpipenetwork
Model Typeqwen3_5_moe
Model Files  3.5 GB: 1-of-91   4.7 GB: 2-of-91   4.6 GB: 3-of-91   4.7 GB: 4-of-91   4.7 GB: 5-of-91   4.6 GB: 6-of-91   4.7 GB: 7-of-91   4.7 GB: 8-of-91   4.6 GB: 9-of-91   4.7 GB: 10-of-91   4.7 GB: 11-of-91   4.6 GB: 12-of-91   4.7 GB: 13-of-91   4.7 GB: 14-of-91   4.6 GB: 15-of-91   4.7 GB: 16-of-91   4.7 GB: 17-of-91   4.6 GB: 18-of-91   4.7 GB: 19-of-91   4.7 GB: 20-of-91   4.6 GB: 21-of-91   4.7 GB: 22-of-91   4.7 GB: 23-of-91   4.6 GB: 24-of-91   4.7 GB: 25-of-91   4.7 GB: 26-of-91   4.6 GB: 27-of-91   4.7 GB: 28-of-91   4.7 GB: 29-of-91   4.6 GB: 30-of-91   4.7 GB: 31-of-91   4.7 GB: 32-of-91   4.6 GB: 33-of-91   4.7 GB: 34-of-91   4.7 GB: 35-of-91   4.6 GB: 36-of-91   4.7 GB: 37-of-91   4.7 GB: 38-of-91   4.6 GB: 39-of-91   4.7 GB: 40-of-91   4.7 GB: 41-of-91   4.6 GB: 42-of-91   4.7 GB: 43-of-91   4.7 GB: 44-of-91   4.6 GB: 45-of-91
Supported Languagesen
Quantization Type8bit
Model ArchitectureQwen3_5MoeForConditionalGeneration
Licensemit
Transformers Version5.8.1

Best Alternatives to Ornith 1.0 397B Mlx 8bit

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Qwen3.5 397B A17B NVFP40K / 251.1 GB594506100
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Note: green Score (e.g. "73.2") means that the model is better than pipenetwork/Ornith-1.0-397B-mlx-8bit.

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