DeepSeek Coder v2 Instruct vs DeepSeek Coder v2 Lite Base
Side-by-side comparison of VRAM requirements, quantization, context length, and hardware compatibility.
Specifications
| DeepSeek Coder v2 Instruct | DeepSeek Coder v2 Lite Base | |
|---|---|---|
| Parameters | 235.7B | 15.7B |
| Context | 164K | 164K |
| Architecture | DeepseekV2ForCausalLM | DeepseekV2ForCausalLM |
| License | Other | Other |
| Downloads | 4.3K | 4.8K |
| Released | — | Jul 2024 |
VRAM by Quantization: DeepSeek Coder v2 Instruct vs DeepSeek Coder v2 Lite Base
| Quantization | Bits | DeepSeek Coder v2 Instruct VRAM | DeepSeek Coder v2 Lite Base VRAM |
|---|---|---|---|
| BF16 | 16.00 | 474.3 GB | 32.2 GB |
Verdict
DeepSeek Coder v2 Lite Base needs less VRAM at BF16 (32.2 GB vs 474.3 GB), so it fits on smaller GPUs. DeepSeek Coder v2 Lite Base is the more widely downloaded of the two.
Frequently Asked Questions
- Which needs less VRAM, DeepSeek Coder v2 Instruct or DeepSeek Coder v2 Lite Base?
At BF16, DeepSeek Coder v2 Instruct needs 474.3 GB and DeepSeek Coder v2 Lite Base needs 32.2 GB, so DeepSeek Coder v2 Lite Base is the lighter option to run locally.
- Which has a longer context window, DeepSeek Coder v2 Instruct or DeepSeek Coder v2 Lite Base?
DeepSeek Coder v2 Instruct supports 163,840 tokens and DeepSeek Coder v2 Lite Base supports 163,840 tokens.
- What is the difference between DeepSeek Coder v2 Instruct and DeepSeek Coder v2 Lite Base?
DeepSeek Coder v2 Instruct is a 235.7B model from DeepSeek (DeepSeek Coder family), while DeepSeek Coder v2 Lite Base is a 15.7B model from DeepSeek (DeepSeek Coder family). Compare their VRAM requirements above to see which fits your GPU or Mac.