Model comparison
Llama 2-7B vs Nemotron 4 340b Instruct
Nemotron 4 340b Instruct is the stronger model overall, scoring 35.9 to 29.1 on the Noometry Index.
Last verified . 15 shared benchmarks.
Meta
NVIDIASummary
- They share 15 benchmarks with published results for both. Llama 2-7B scores higher in 0 categories and Nemotron 4 340b Instruct in 8 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Nemotron 4 340b Instruct leads 42.7 to 28.0.
Side by side
| Llama 2-7B | Nemotron 4 340b Instruct | |
|---|---|---|
| Provider | Meta | NVIDIA |
| Noometry Index | 29.1 | 35.9 |
| Released | 2023-07-18 | 2024-06-14 |
| Weights | Open | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 29 | 17 |
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Category by category
Coding Nemotron 4 340b Instruct leads
Llama 2-7B: 29.2 (#307), Nemotron 4 340b Instruct: 35.2 (#228)
| Benchmark | Llama 2-7B | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Coding | 1002 | 1209 |
Reasoning Nemotron 4 340b Instruct leads
Llama 2-7B: 15.7 (#312), Nemotron 4 340b Instruct: 23.4 (#178)
| Benchmark | Llama 2-7B | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Hard Prompts | 1009 | 1202 |
| Chess Puzzles | 0% | — |
| BIG-Bench Hard | 39.2% | — |
| Epoch Capabilities Index | 99.06 | — |
| HellaSwag | 77.2% | — |
| LAMBADA | 73.3% | — |
| PIQA | 78.8% | — |
| WinoGrande | 69.2% | — |
Math Nemotron 4 340b Instruct leads
Llama 2-7B: 30.7 (#233), Nemotron 4 340b Instruct: 34.3 (#195)
| Benchmark | Llama 2-7B | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Math | 1042 | 1216 |
| GSM8K | 16.7% | — |
Knowledge Nemotron 4 340b Instruct leads
Llama 2-7B: 28.2 (#248), Nemotron 4 340b Instruct: 32.0 (#216)
| Benchmark | Llama 2-7B | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Expert | 1036 | 1171 |
| ARC (AI2) Challenge | 45.9% | — |
| BoolQ | 77.9% | — |
| MMLU | 45.8% | — |
| OpenBookQA | 58.6% | — |
| TriviaQA | 73.7% | — |
Multimodal Not comparable
Llama 2-7B: —, Nemotron 4 340b Instruct: —
| Benchmark | Llama 2-7B | Nemotron 4 340b Instruct |
|---|---|---|
| ScienceQA | 43.1% | — |
Multilingual Nemotron 4 340b Instruct leads
Llama 2-7B: 23.8 (#293), Nemotron 4 340b Instruct: 37.9 (#233)
| Benchmark | Llama 2-7B | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Non-English | 973 | 1206 |
| LMArena Chinese | 973 | 1214 |
| LMArena French | 970 | 1197 |
| LMArena German | 978 | 1192 |
| LMArena Russian | 995 | 1219 |
| LMArena Spanish | 1007 | 1195 |
| LMArena Japanese | — | 1128 |
| LMArena Korean | — | 1148 |
Instruction Following Nemotron 4 340b Instruct leads
Llama 2-7B: 50.8 (#298), Nemotron 4 340b Instruct: 63.1 (#232)
| Benchmark | Llama 2-7B | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Instruction Following | 1006 | 1203 |
Long Context Nemotron 4 340b Instruct leads
Llama 2-7B: 30.4 (#287), Nemotron 4 340b Instruct: 37.1 (#221)
| Benchmark | Llama 2-7B | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Longer Query | 999 | 1225 |
Writing & Preference Nemotron 4 340b Instruct leads
Llama 2-7B: 28.0 (#298), Nemotron 4 340b Instruct: 42.7 (#233)
| Benchmark | Llama 2-7B | Nemotron 4 340b Instruct |
|---|---|---|
| LMArena Text | 1053 | 1225 |
| LMArena Creative Writing | 1033 | 1203 |
| LMArena Multi-Turn | 1029 | 1214 |
Frequently asked questions
Is Llama 2-7B better than Nemotron 4 340b Instruct?
Nemotron 4 340b Instruct is the stronger model overall, scoring 35.9 to 29.1 on the Noometry Index.
Is Llama 2-7B or Nemotron 4 340b Instruct better for coding?
Nemotron 4 340b Instruct scores higher on coding benchmarks: 35.2 versus 29.2 in the Noometry coding category.
How many benchmarks do Llama 2-7B and Nemotron 4 340b Instruct share?
15 benchmarks have published results for both models. Llama 2-7B has 29 scored results on Noometry and Nemotron 4 340b Instruct has 17.