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Ecu Pilot Fp16 by mach-kernel

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Ecu Pilot Fp16 is an open-source language model by mach-kernel. Features: 35b LLM, VRAM: 72.3GB, License: apache-2.0, Quantized, LLM Explorer Score: 0.24.

  Arxiv:2510.00186 Base model:adapter:qwen/qwen3.... Base model:qwen/qwen3.5-35b-a3...   Dbt   Finetuned   Fp16   Lora   Mcp   Quantized   Qwen3 5 moe   Region:us   Safetensors   Sharded   Tensorflow   Tool-calling
Model Card on HF 🤗: https://huggingface.co/mach-kernel/ecu-pilot-fp16 

Ecu Pilot Fp16 Benchmarks

LLME Score: 0.24332
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Ecu Pilot Fp16 (mach-kernel/ecu-pilot-fp16)
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Ecu Pilot Fp16 Parameters and Internals

LLM NameEcu Pilot Fp16
Repository 🤗https://huggingface.co/mach-kernel/ecu-pilot-fp16 
Model Nameunsloth/Qwen3.5-35B-A3B-Base
Base Model(s)  Qwen/Qwen3.5-35B-A3B-Base   Qwen/Qwen3.5-35B-A3B-Base
Model Size35b
Required VRAM72.3 GB
Updated2026-05-21
Maintainermach-kernel
Model Typeqwen3_5_moe
Model Files  5.4 GB: 1-of-14   5.4 GB: 2-of-14   5.4 GB: 3-of-14   5.4 GB: 4-of-14   5.4 GB: 5-of-14   5.4 GB: 6-of-14   5.4 GB: 7-of-14   5.4 GB: 8-of-14   5.3 GB: 9-of-14   5.4 GB: 10-of-14   5.4 GB: 11-of-14   5.4 GB: 12-of-14   5.4 GB: 13-of-14   2.2 GB: 14-of-14
Quantization Typefp16
Model ArchitectureQwen3_5MoeForConditionalGeneration
Licenseapache-2.0
Model Max Length262144
Tokenizer ClassTokenizersBackend
Padding Token<|vision_pad|>
Torch Data Typebfloat16
Errorsreplace

Best Alternatives to Ecu Pilot Fp16

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Context / RAM
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...B Abliterated Heretic MLX 4bit0K / 23.6 GB2407717
... 4.7 Opus Abliterated Mlx 8bit0K / 37 GB1355414
Qwen3.6 35B A3B 4bit DWQ0K / 20.7 GB1601812
Qwen3.6 35B Rust.mlx0K / 37.1 GB83509
Qwen3.6 35B A3B UD Q4 K XL Mlx0K / 22.7 GB60968
Qwen3.6 35B A3B OptiQ 4bit0K / 21 GB11752
Qwen3.6 35B A3B UD Q8 K XL Mlx0K / 38.2 GB6280
Qwen3.5 35B A3B UD Q4 K XL Mlx0K / 22.9 GB5905
...en3.5 35B A3B Abliterated 6bit0K / 28 GB7914
Qwen3.6 35B A3B PRISM NVFP40K / 1.7 GB18942319
Note: green Score (e.g. "73.2") means that the model is better than mach-kernel/ecu-pilot-fp16.

Rank the Ecu Pilot Fp16 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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