Deepseek Llm 7B Base vs DeepSeek Prover v2 671B
Side-by-side comparison of VRAM requirements, quantization, context length, and hardware compatibility.
Specifications
| Deepseek Llm 7B Base | DeepSeek Prover v2 671B | |
|---|---|---|
| Parameters | 7B | 684.5B |
| Context | 4K | 164K |
| Architecture | LlamaForCausalLM | DeepseekV3ForCausalLM |
| License | Other | — |
| Downloads | 39.1K | 734 |
| Released | Nov 2023 | Apr 2025 |
VRAM by Quantization: Deepseek Llm 7B Base vs DeepSeek Prover v2 671B
| Quantization | Bits | Deepseek Llm 7B Base VRAM | DeepSeek Prover v2 671B VRAM |
|---|---|---|---|
| BF16 | 16.00 | 15.3 GB | 1372.9 GB |
Verdict
Deepseek Llm 7B Base needs less VRAM at BF16 (15.3 GB vs 1372.9 GB), so it fits on smaller GPUs. DeepSeek Prover v2 671B supports a longer context window (164K tokens). Deepseek Llm 7B Base is the more widely downloaded of the two.
Frequently Asked Questions
- Which needs less VRAM, Deepseek Llm 7B Base or DeepSeek Prover v2 671B?
At BF16, Deepseek Llm 7B Base needs 15.3 GB and DeepSeek Prover v2 671B needs 1372.9 GB, so Deepseek Llm 7B Base is the lighter option to run locally.
- Which has a longer context window, Deepseek Llm 7B Base or DeepSeek Prover v2 671B?
Deepseek Llm 7B Base supports 4,096 tokens and DeepSeek Prover v2 671B supports 163,840 tokens.
- What is the difference between Deepseek Llm 7B Base and DeepSeek Prover v2 671B?
Deepseek Llm 7B Base is a 7B model from DeepSeek (DeepSeek family), while DeepSeek Prover v2 671B is a 684.5B model from DeepSeek (DeepSeek family). Compare their VRAM requirements above to see which fits your GPU or Mac.