What are the hardware requirements for DeepSeek Prover V2 7B 4bit?

DeepSeek Prover V2 7B 4bit requires approximately 3.9 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 4bit and how large is it?

DeepSeek Prover V2 7B 4bit is developed by mlx-community, 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 4bit?

DeepSeek Prover V2 7B 4bit 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 4bit by mlx-community — VRAM 3.9GB, 64K context

Name: DeepSeek Prover V2 7B 4bit
Author: mlx-community

DeepSeek Prover V2 7B 4bit is an open-source language model by mlx-community. Features: 7b LLM, VRAM: 3.9GB, Context: 64K, Quantized, LLM Explorer Score: 0.18.

4-bit 4bit Base model:deepseek-ai/deepsee... Base model:quantized:deepseek-... Conversational Llama Mlx Quantized Region:us Safetensors

Model Card on HF 🤗: https://huggingface.co/mlx-community/DeepSeek-Prover-V2-7B-4bit

DeepSeek Prover V2 7B 4bit Parameters and Internals

LLM Name	DeepSeek Prover V2 7B 4bit
Repository 🤗	https://huggingface.co/mlx-community/DeepSeek-Prover-V2-7B-4bit
Base Model(s)	DeepSeek Prover V2 7B deepseek-ai/DeepSeek-Prover-V2-7B
Model Size	7b
Required VRAM	3.9 GB
Updated	2026-06-06
Maintainer	mlx-community
Model Type	llama
Model Files	3.9 GB
Quantization Type	4bit
Model Architecture	LlamaForCausalLM
Context Length	65536
Model Max Length	65536
Transformers Version	4.46.3
Tokenizer Class	LlamaTokenizerFast
Padding Token	<｜end▁of▁sentence｜>
Vocabulary Size	102400
Torch Data Type	bfloat16

Rank the DeepSeek Prover V2 7B 4bit capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

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

Best Alternatives to DeepSeek Prover V2 7B 4bit

Best Alternatives	Context / RAM	Downloads	Likes
Smaugv0.1 6.0bpw H6 EXL2	195K / 26.4 GB	1	4
Smaugv0.1 5.0bpw H6 EXL2	195K / 22.3 GB	3	3
Smaugv0.1 4.65bpw H6 EXL2	195K / 20.8 GB	5	1
Smaugv0.1 4.0bpw H6 EXL2	195K / 18 GB	4	1
Smaugv0.1 8.0bpw H8 EXL2	195K / 34.9 GB	4	1
Smaugv0.1 3.0bpw H6 EXL2	195K / 13.9 GB	0	1
Mistral 7B Openplatypus 1K	32K / 29 GB	1814	0
Mistral 7B OpenOrca 1K	32K / 29 GB	1811	3
...rnlm2 20B Llama 4.0bpw H6 EXL2	32K / 11 GB	5	1
...p 0.05 Max Grad1.0 Grad Accu32	32K / 14.4 GB	9	0