Model comparison
Olmo 7b Instruct vs StarCoder 2 15B
Olmo 7b Instruct has enough public results to be ranked (#295); StarCoder 2 15B does not yet, so treat this comparison as directional.
Last verified . 0 shared benchmarks.
Allen Institute for AI (Ai2)
NVIDIASummary
- The widest gap is in coding, where StarCoder 2 15B leads 36.6 to 29.6.
Side by side
| Olmo 7b Instruct | StarCoder 2 15B | |
|---|---|---|
| Provider | Allen Institute for AI (Ai2) | NVIDIA |
| Noometry Index | 30.3 | 38.1 |
| Released | — | 2024-02-20 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 10 | 7 |
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Category by category
Coding StarCoder 2 15B leads
Olmo 7b Instruct: 29.6 (#303), StarCoder 2 15B: 36.6
| Benchmark | Olmo 7b Instruct | StarCoder 2 15B |
|---|---|---|
| LMArena Coding | 1016 | — |
| BigCodeBench Complete | — | 38.4% |
| HumanEval+ | — | 37.8% |
Reasoning Not comparable
Olmo 7b Instruct: 18.8 (#274), StarCoder 2 15B: —
| Benchmark | Olmo 7b Instruct | StarCoder 2 15B |
|---|---|---|
| LMArena Hard Prompts | 993 | — |
| Epoch Capabilities Index | — | 105 |
| WinoGrande | — | 64.3% |
Math Not comparable
Olmo 7b Instruct: 30.2 (#237), StarCoder 2 15B: —
| Benchmark | Olmo 7b Instruct | StarCoder 2 15B |
|---|---|---|
| LMArena Math | 1018 | — |
| GSM8K | — | 57.7% |
Knowledge Not comparable
Olmo 7b Instruct: —, StarCoder 2 15B: —
| Benchmark | Olmo 7b Instruct | StarCoder 2 15B |
|---|---|---|
| ARC (AI2) Challenge | — | 47.2% |
| MMLU | — | 64.1% |
Multilingual Not comparable
Olmo 7b Instruct: 24.0 (#291), StarCoder 2 15B: —
| Benchmark | Olmo 7b Instruct | StarCoder 2 15B |
|---|---|---|
| LMArena Non-English | 977 | — |
| LMArena Chinese | 1014 | — |
| LMArena Russian | 947 | — |
Instruction Following Not comparable
Olmo 7b Instruct: 49.0 (#301), StarCoder 2 15B: —
| Benchmark | Olmo 7b Instruct | StarCoder 2 15B |
|---|---|---|
| LMArena Instruction Following | 978 | — |
Writing & Preference Not comparable
Olmo 7b Instruct: 25.8 (#303), StarCoder 2 15B: —
| Benchmark | Olmo 7b Instruct | StarCoder 2 15B |
|---|---|---|
| LMArena Text | 1032 | — |
| LMArena Creative Writing | 990 | — |
| LMArena Multi-Turn | 1007 | — |
Frequently asked questions
Is Olmo 7b Instruct better than StarCoder 2 15B?
Olmo 7b Instruct has enough public results to be ranked (#295); StarCoder 2 15B does not yet, so treat this comparison as directional.
Is Olmo 7b Instruct or StarCoder 2 15B better for coding?
StarCoder 2 15B scores higher on coding benchmarks: 36.6 versus 29.6 in the Noometry coding category.
How many benchmarks do Olmo 7b Instruct and StarCoder 2 15B share?
0 benchmarks have published results for both models. Olmo 7b Instruct has 10 scored results on Noometry and StarCoder 2 15B has 7.