Deepseek Coder 6.7B Instruct vs DeepSeek Coder v2 Lite Base
Side-by-side comparison of VRAM requirements, quantization, context length, and hardware compatibility.
Specifications
| Deepseek Coder 6.7B Instruct | DeepSeek Coder v2 Lite Base | |
|---|---|---|
| Parameters | 6.7B | 15.7B |
| Context | 16K | 164K |
| Architecture | LlamaForCausalLM | DeepseekV2ForCausalLM |
| License | Other | Other |
| Downloads | 127.0K | 4.8K |
| Released | Feb 2024 | Jul 2024 |
VRAM by Quantization: Deepseek Coder 6.7B Instruct vs DeepSeek Coder v2 Lite Base
| Quantization | Bits | Deepseek Coder 6.7B Instruct VRAM | DeepSeek Coder v2 Lite Base VRAM |
|---|---|---|---|
| BF16 | 16.00 | 14.8 GB | 32.2 GB |
Verdict
Deepseek Coder 6.7B Instruct needs less VRAM at BF16 (14.8 GB vs 32.2 GB), so it fits on smaller GPUs. DeepSeek Coder v2 Lite Base supports a longer context window (164K tokens). Deepseek Coder 6.7B Instruct is the more widely downloaded of the two.
Frequently Asked Questions
- Which needs less VRAM, Deepseek Coder 6.7B Instruct or DeepSeek Coder v2 Lite Base?
At BF16, Deepseek Coder 6.7B Instruct needs 14.8 GB and DeepSeek Coder v2 Lite Base needs 32.2 GB, so Deepseek Coder 6.7B Instruct is the lighter option to run locally.
- Which has a longer context window, Deepseek Coder 6.7B Instruct or DeepSeek Coder v2 Lite Base?
Deepseek Coder 6.7B Instruct supports 16,384 tokens and DeepSeek Coder v2 Lite Base supports 163,840 tokens.
- What is the difference between Deepseek Coder 6.7B Instruct and DeepSeek Coder v2 Lite Base?
Deepseek Coder 6.7B Instruct is a 6.7B 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.