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Mem Agent Mlx Bf16 by driaforall

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  Arxiv:2507.18071   Autotrain compatible Base model:finetune:qwen/qwen3... Base model:qwen/qwen3-4b-think...   Conversational   Endpoints compatible   Mlx   Qwen3   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/driaforall/mem-agent-mlx-bf16 

Mem Agent Mlx Bf16 Benchmarks

LLME Score: 0.2583
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mem Agent Mlx Bf16 (driaforall/mem-agent-mlx-bf16)
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Mem Agent Mlx Bf16 Parameters and Internals

LLM NameMem Agent Mlx Bf16
Repository 🤗https://huggingface.co/driaforall/mem-agent-mlx-bf16 
Base Model(s)  Qwen3 4B Thinking 2507   Qwen/Qwen3-4B-Thinking-2507
Model Size4b
Required VRAM8 GB
Updated2025-10-19
Maintainerdriaforall
Model Typeqwen3
Model Files  5.3 GB: 1-of-2   2.7 GB: 2-of-2
Model ArchitectureQwen3ForCausalLM
Context Length262144
Model Max Length262144
Transformers Version4.55.2
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

Best Alternatives to Mem Agent Mlx Bf16

Best Alternatives
Context / RAM
Downloads
Likes
Qwen3 4B Instruct 2507256K / 8.1 GB1473674320
Qwen3 4B Thinking 2507256K / 8.1 GB315603426
Jan V1 4B256K / 8.1 GB5605336
Qwen3 4B Thinking 2507 FP8256K / 5.2 GB20887035
WEBGEN 4B Preview256K / 8.1 GB147680
Qwen3 4B Instruct 2507 FP8256K / 5.2 GB4154231
Qwen3 4B Instruct 2507256K / 8.1 GB4428910
Jan V1.2509256K / 8.1 GB40528
Qwen3 4B Thinking 2507256K / 8.1 GB75035
DistilGPT OSS Qwen3 4B256K / 8.1 GB22417
Note: green Score (e.g. "73.2") means that the model is better than driaforall/mem-agent-mlx-bf16.

Rank the Mem Agent Mlx Bf16 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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