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Orchestrator 8B 4bit by mlx-community

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Orchestrator 8B 4bit is an open-source language model by mlx-community. Features: 8b LLM, VRAM: 4.6GB, Context: 40K, Quantized, LLM Explorer Score: 0.25.

  4-bit   4bit Base model:nvidia/nemotron-orc... Base model:quantized:nvidia/ne...   Conversational   Mlx   Quantized   Qwen3   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/mlx-community/Orchestrator-8B-4bit 

Orchestrator 8B 4bit Benchmarks

LLME Score: 0.24626
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Orchestrator 8B 4bit (mlx-community/Orchestrator-8B-4bit)
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Orchestrator 8B 4bit Parameters and Internals

LLM NameOrchestrator 8B 4bit
Repository 🤗https://huggingface.co/mlx-community/Orchestrator-8B-4bit 
Base Model(s)  nvidia/Orchestrator-8B   nvidia/Orchestrator-8B
Model Size8b
Required VRAM4.6 GB
Updated2026-03-28
Maintainermlx-community
Model Typeqwen3
Model Files  4.6 GB
Quantization Type4bit
Model ArchitectureQwen3ForCausalLM
Context Length40960
Model Max Length40960
Transformers Version4.51.3
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

Best Alternatives to Orchestrator 8B 4bit

Best Alternatives
Context / RAM
Downloads
Likes
...0528 Qwen3 8B Unsloth Bnb 4bit128K / 7.5 GB1607111
DeepSeek R1 0528 Qwen3 8B 4bit128K / 4.6 GB9504
...Seek R1 0528 Qwen3 8B Bnb 4bit128K / 6.1 GB35210
Qwen3 8B LQA 14e Full128K / 16.4 GB60
...Seek R1 0528 Qwen3 8B 4bit DWQ128K / 4.6 GB1748
...0528 Qwen3 8B Unsloth Bnb 4bit128K / 16.4 GB50
Annie Lite V0.2.9 Qwen3 8B80K / 16.4 GB90
Qwen3 8B Unsloth Bnb 4bit40K / 7.5 GB11014518
Qwen3 8B Bnb 4bit40K / 6.1 GB409599
Qwen3 8B 4bit40K / 4.6 GB298837
Note: green Score (e.g. "73.2") means that the model is better than mlx-community/Orchestrator-8B-4bit.

Rank the Orchestrator 8B 4bit Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

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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