Model comparison
DeepSeek Coder 6.7B vs Yi-Large
Neither DeepSeek Coder 6.7B nor Yi-Large has enough public benchmark results to be ranked yet; the rows below show what has been published.
Last verified . 3 shared benchmarks.
Summary
- They share 3 benchmarks with published results for both. DeepSeek Coder 6.7B scores higher in 0 categories and Yi-Large in 1 category, but none of those gaps is larger than the uncertainty.
- DeepSeek Coder 6.7B has downloadable open weights; the other is API-only.
Side by side
| DeepSeek Coder 6.7B | Yi-Large | |
|---|---|---|
| Provider | DeepSeek | 01.AI |
| Noometry Index | 37.1 | 37.6 |
| Released | 2023-11-02 | 2024-05-13 |
| Weights | Open | Proprietary |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 9 | 3 |
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Category by category
Coding Too close to call
DeepSeek Coder 6.7B: 35.2 (#216), Yi-Large: 36.1 (#201)
| Benchmark | DeepSeek Coder 6.7B | Yi-Large |
|---|---|---|
| BigCodeBench Instruct | 35.5% | 37.7% |
| BigCodeBench Complete | 43.8% | 47.2% |
| HumanEval+ | 71.3% | — |
| MBPP+ | 65.6% | — |
Reasoning Not comparable
DeepSeek Coder 6.7B: —, Yi-Large: —
| Benchmark | DeepSeek Coder 6.7B | Yi-Large |
|---|---|---|
| Epoch Capabilities Index | 88.88 | — |
| WinoGrande | 57.6% | — |
Math Not comparable
DeepSeek Coder 6.7B: —, Yi-Large: —
| Benchmark | DeepSeek Coder 6.7B | Yi-Large |
|---|---|---|
| GSM8K | 21.3% | — |
Knowledge Not comparable
DeepSeek Coder 6.7B: —, Yi-Large: —
| Benchmark | DeepSeek Coder 6.7B | Yi-Large |
|---|---|---|
| MMLU | 36.4% | 79.3% |
| ARC (AI2) Challenge | 36.4% | — |
Frequently asked questions
Is DeepSeek Coder 6.7B better than Yi-Large?
Neither DeepSeek Coder 6.7B nor Yi-Large has enough public benchmark results to be ranked yet; the rows below show what has been published.
Is DeepSeek Coder 6.7B or Yi-Large better for coding?
They score almost the same on coding (35.2 vs 36.1); test both on your own repository before choosing.
How many benchmarks do DeepSeek Coder 6.7B and Yi-Large share?
3 benchmarks have published results for both models. DeepSeek Coder 6.7B has 9 scored results on Noometry and Yi-Large has 3.