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Deepmath V1 by Intel

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Deepmath V1 is an open-source language model by Intel. Features: 4b LLM, VRAM: 8.1GB, Context: 256K, License: apache-2.0.

  Agent Base model:finetune:qwen/qwen3... Base model:qwen/qwen3-4b-think...   Conversational Dataset:nvidia/openmathreasoni...   En   Endpoints compatible   Grpo   Math   Qwen   Qwen3   Reasoning   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/Intel/deepmath-v1 
Deepmath V1 (Intel/deepmath-v1)
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Deepmath V1 Parameters and Internals

LLM NameDeepmath V1
Repository 🤗https://huggingface.co/Intel/deepmath-v1 
Base Model(s)  Qwen3 4B Thinking 2507   Qwen/Qwen3-4B-Thinking-2507
Model Size4b
Required VRAM8.1 GB
Updated2026-03-27
MaintainerIntel
Model Typeqwen3
Model Files  5.0 GB: 1-of-2   3.1 GB: 2-of-2
Supported Languagesen
Model ArchitectureQwen3ForCausalLM
Licenseapache-2.0
Context Length262144
Model Max Length262144
Transformers Version4.52.3
Tokenizer ClassQwen2Tokenizer
Padding Token<|endoftext|>
Vocabulary Size151936
Torch Data Typebfloat16
Errorsreplace

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Qwen3 4B Instruct 2507256K / 8.1 GB7903713
Qwen3 4B Instruct 2507 FP8256K / 5.2 GB4154231
Qwen3 4B Thinking 2507256K / 8.1 GB101705
WEBGEN 4B Preview256K / 8.1 GB147680
P4 V4256K / 8.1 GB5610
DistilGPT OSS Qwen3 4B256K / 8.1 GB22417
Note: green Score (e.g. "73.2") means that the model is better than Intel/deepmath-v1.

Rank the Deepmath V1 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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