Model comparison
Codellama 34b Instruct vs Gemma 7B
Codellama 34b Instruct and Gemma 7B score almost the same on the Noometry Index (30.8 vs 30.0), so choose on price, context window or the category you care about most.
Last verified . 12 shared benchmarks.
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GoogleSummary
- They share 12 benchmarks with published results for both. Codellama 34b Instruct scores higher in 3 categories and Gemma 7B in 4 categories; 2 gaps are clear of the uncertainty.
Side by side
| Codellama 34b Instruct | Gemma 7B | |
|---|---|---|
| Provider | Meta | |
| Noometry Index | 30.8 | 30.0 |
| Released | — | 2024-02-21 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 14 | 27 |
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Category by category
Coding Gemma 7B leads
Codellama 34b Instruct: 28.5 (#314), Gemma 7B: 30.5 (#294)
| Benchmark | Codellama 34b Instruct | Gemma 7B |
|---|---|---|
| LMArena Coding | 1046 | 1048 |
| HumanEval+ | 43.9% | 28.7% |
| MBPP+ | 56.3% | 43.4% |
| BigCodeBench Instruct | 29% | — |
| BigCodeBench Complete | 37.1% | — |
Reasoning Too close to call
Codellama 34b Instruct: 19.6 (#255), Gemma 7B: 19.9 (#249)
| Benchmark | Codellama 34b Instruct | Gemma 7B |
|---|---|---|
| LMArena Hard Prompts | 1032 | 1042 |
| Adversarial NLI | — | 48.7% |
| BIG-Bench Hard | — | 55.1% |
| Epoch Capabilities Index | — | 111.99 |
| HellaSwag | — | 82.2% |
| PIQA | — | 81.2% |
| WinoGrande | — | 79% |
Math Too close to call
Codellama 34b Instruct: 31.0 (#230), Gemma 7B: 31.2 (#228)
| Benchmark | Codellama 34b Instruct | Gemma 7B |
|---|---|---|
| LMArena Math | 1056 | 1066 |
| GSM8K | — | 46.4% |
Knowledge Not comparable
Codellama 34b Instruct: —, Gemma 7B: 27.3 (#252)
| Benchmark | Codellama 34b Instruct | Gemma 7B |
|---|---|---|
| LMArena Expert | — | 1001 |
| ARC (AI2) Challenge | — | 78.3% |
| BoolQ | — | 83.2% |
| MMLU | — | 66.1% |
| OpenBookQA | — | 78.6% |
| TriviaQA | — | 72.3% |
Multilingual Too close to call
Codellama 34b Instruct: 25.8 (#284), Gemma 7B: 25.1 (#287)
| Benchmark | Codellama 34b Instruct | Gemma 7B |
|---|---|---|
| LMArena Non-English | 1011 | 999 |
| LMArena Chinese | 976 | 1035 |
| LMArena French | — | 1025 |
| LMArena Russian | — | 993 |
Instruction Following Too close to call
Codellama 34b Instruct: 52.2 (#291), Gemma 7B: 51.5 (#295)
| Benchmark | Codellama 34b Instruct | Gemma 7B |
|---|---|---|
| LMArena Instruction Following | 1028 | 1017 |
Long Context Too close to call
Codellama 34b Instruct: 30.9 (#284), Gemma 7B: 31.1 (#282)
| Benchmark | Codellama 34b Instruct | Gemma 7B |
|---|---|---|
| LMArena Longer Query | 1013 | 1022 |
Writing & Preference Codellama 34b Instruct leads
Codellama 34b Instruct: 28.2 (#297), Gemma 7B: 27.1 (#302)
| Benchmark | Codellama 34b Instruct | Gemma 7B |
|---|---|---|
| LMArena Text | 1066 | 1056 |
| LMArena Creative Writing | 1032 | 1024 |
| LMArena Multi-Turn | 1015 | 963 |
Frequently asked questions
Is Codellama 34b Instruct better than Gemma 7B?
Codellama 34b Instruct and Gemma 7B score almost the same on the Noometry Index (30.8 vs 30.0), so choose on price, context window or the category you care about most.
Is Codellama 34b Instruct or Gemma 7B better for coding?
Gemma 7B scores higher on coding benchmarks: 30.5 versus 28.5 in the Noometry coding category.
How many benchmarks do Codellama 34b Instruct and Gemma 7B share?
12 benchmarks have published results for both models. Codellama 34b Instruct has 14 scored results on Noometry and Gemma 7B has 27.