What are the hardware requirements for DeepSeek Prover V2 7B?

DeepSeek Prover V2 7B requires approximately 13.8 GB of VRAM and supports a context window of 64K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed DeepSeek Prover V2 7B and how large is it?

DeepSeek Prover V2 7B is developed by deepseek-ai, a model with 7b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate DeepSeek Prover V2 7B?

DeepSeek Prover V2 7B is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

DeepSeek Prover V2 7B by deepseek-ai — VRAM 13.8GB, 64K context

Name: DeepSeek Prover V2 7B
Author: deepseek-ai

DeepSeek Prover V2 7B is an open-source language model by deepseek-ai. Features: 7b LLM, VRAM: 13.8GB, Context: 64K, LLM Explorer Score: 0.28.

Llama Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/deepseek-ai/DeepSeek-Prover-V2-7B

DeepSeek Prover V2 7B Benchmarks

LLME Score: 0.27621

^nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").

What is the LLM Explorer Rank (Score)

DeepSeek Prover V2 7B (deepseek-ai/DeepSeek-Prover-V2-7B)

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DeepSeek Prover V2 7B Parameters and Internals

LLM Name	DeepSeek Prover V2 7B
Repository 🤗	https://huggingface.co/deepseek-ai/DeepSeek-Prover-V2-7B
Model Size	7b
Required VRAM	13.8 GB
Updated	2026-03-02
Maintainer	deepseek-ai
Model Type	llama
Model Files	8.6 GB: 1-of-2 5.2 GB: 2-of-2
Model Architecture	LlamaForCausalLM
Context Length	65536
Model Max Length	65536
Transformers Version	4.46.3
Tokenizer Class	LlamaTokenizerFast
Beginning of Sentence Token	<｜begin▁of▁sentence｜>
End of Sentence Token	<｜end▁of▁sentence｜>
Vocabulary Size	102400
Torch Data Type	bfloat16

Quantized Models of the DeepSeek Prover V2 7B

Model	Likes	Downloads	VRAM
DeepSeek Prover V2 7B 4bit	4	130	3 GB

Best Alternatives to DeepSeek Prover V2 7B

Best Alternatives	Context / RAM	Downloads
124	1024K / 16.1 GB	93
162	1024K / 16.1 GB	60
157	1024K / 16.1 GB	101
118	1024K / 16.1 GB	15
A5.4	1024K / 16.1 GB	12
A3.4	1024K / 16.1 GB	13
A6 L	1024K / 16.1 GB	201
A2.4	1024K / 16.1 GB	12
M	1024K / 16.1 GB	127
2 Very Sci Fi	1024K / 16.1 GB	317

Rank the DeepSeek Prover V2 7B 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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DeepSeek Prover V2 7B by deepseek-ai