Model comparison
Codellama 34b Instruct vs Dolly 2.0-12b
Codellama 34b Instruct is the stronger model overall, scoring 30.8 to 25.5 on the Noometry Index.
Last verified . 9 shared benchmarks.
Meta
DatabricksSummary
- They share 9 benchmarks with published results for both. Codellama 34b Instruct scores higher in 6 categories and Dolly 2.0-12b in 0 categories; 6 gaps are clear of the uncertainty.
- The widest gap is in instruction following, where Codellama 34b Instruct leads 52.2 to 38.7.
Side by side
| Codellama 34b Instruct | Dolly 2.0-12b | |
|---|---|---|
| Provider | Meta | Databricks |
| Noometry Index | 30.8 | 25.5 |
| Released | — | 2023-04-11 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 14 | 17 |
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Category by category
Coding Codellama 34b Instruct leads
Codellama 34b Instruct: 28.5 (#314), Dolly 2.0-12b: 23.4 (#332)
| Benchmark | Codellama 34b Instruct | Dolly 2.0-12b |
|---|---|---|
| LMArena Coding | 1046 | 776 |
| BigCodeBench Instruct | 29% | — |
| BigCodeBench Complete | 37.1% | — |
| HumanEval+ | 43.9% | — |
| MBPP+ | 56.3% | — |
Reasoning Codellama 34b Instruct leads
Codellama 34b Instruct: 19.6 (#255), Dolly 2.0-12b: 15.3 (#316)
| Benchmark | Codellama 34b Instruct | Dolly 2.0-12b |
|---|---|---|
| LMArena Hard Prompts | 1032 | 804 |
| Epoch Capabilities Index | — | 89.67 |
| HellaSwag | — | 70.8% |
| PIQA | — | 75.4% |
| WinoGrande | — | 61.8% |
Math Codellama 34b Instruct leads
Codellama 34b Instruct: 31.0 (#230), Dolly 2.0-12b: 27.3 (#251)
| Benchmark | Codellama 34b Instruct | Dolly 2.0-12b |
|---|---|---|
| LMArena Math | 1056 | 871 |
Knowledge Not comparable
Codellama 34b Instruct: —, Dolly 2.0-12b: —
| Benchmark | Codellama 34b Instruct | Dolly 2.0-12b |
|---|---|---|
| ARC (AI2) Challenge | — | 39.6% |
| BoolQ | — | 56.3% |
| MMLU | — | 26.2% |
| OpenBookQA | — | 39.2% |
Multilingual Codellama 34b Instruct leads
Codellama 34b Instruct: 25.8 (#284), Dolly 2.0-12b: 17.4 (#296)
| Benchmark | Codellama 34b Instruct | Dolly 2.0-12b |
|---|---|---|
| LMArena Non-English | 1011 | 836 |
| LMArena Chinese | 976 | 836 |
Instruction Following Codellama 34b Instruct leads
Codellama 34b Instruct: 52.2 (#291), Dolly 2.0-12b: 38.7 (#304)
| Benchmark | Codellama 34b Instruct | Dolly 2.0-12b |
|---|---|---|
| LMArena Instruction Following | 1028 | 814 |
Long Context Not comparable
Codellama 34b Instruct: 30.9 (#284), Dolly 2.0-12b: —
| Benchmark | Codellama 34b Instruct | Dolly 2.0-12b |
|---|---|---|
| LMArena Longer Query | 1013 | — |
Writing & Preference Codellama 34b Instruct leads
Codellama 34b Instruct: 28.2 (#297), Dolly 2.0-12b: 15.2 (#311)
| Benchmark | Codellama 34b Instruct | Dolly 2.0-12b |
|---|---|---|
| LMArena Text | 1066 | 851 |
| LMArena Creative Writing | 1032 | 864 |
| LMArena Multi-Turn | 1015 | 740 |
Frequently asked questions
Is Codellama 34b Instruct better than Dolly 2.0-12b?
Codellama 34b Instruct is the stronger model overall, scoring 30.8 to 25.5 on the Noometry Index.
Is Codellama 34b Instruct or Dolly 2.0-12b better for coding?
Codellama 34b Instruct scores higher on coding benchmarks: 28.5 versus 23.4 in the Noometry coding category.
How many benchmarks do Codellama 34b Instruct and Dolly 2.0-12b share?
9 benchmarks have published results for both models. Codellama 34b Instruct has 14 scored results on Noometry and Dolly 2.0-12b has 17.