Model comparison
Hunyuan Large Vision vs Llama 2-7B
Hunyuan Large Vision is the stronger model overall, scoring 37.0 to 28.6 on the Noometry Index.
Last verified . 12 shared benchmarks.
Tencent
MetaSummary
- They share 12 benchmarks with published results for both. Hunyuan Large Vision scores higher in 8 categories and Llama 2-7B in 0 categories; 8 gaps are clear of the uncertainty.
- The widest gap is in writing & preference, where Hunyuan Large Vision leads 46.7 to 28.1.
- Llama 2-7B has downloadable open weights; the other is API-only.
Side by side
| Hunyuan Large Vision | Llama 2-7B | |
|---|---|---|
| Provider | Tencent | Meta |
| Noometry Index | 37.0 | 28.6 |
| Released | — | 2023-07-18 |
| Weights | Proprietary | Open |
| Context window | — | — |
| Max output | — | — |
| Input $ / M tokens | — | — |
| Output $ / M tokens | — | — |
| Results tracked | 13 | 29 |
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Category by category
Coding Hunyuan Large Vision leads
Hunyuan Large Vision: 37.6 (#176), Llama 2-7B: 28.7 (#302)
| Benchmark | Hunyuan Large Vision | Llama 2-7B |
|---|---|---|
| LMArena Coding | 1307 | 1002 |
Reasoning Hunyuan Large Vision leads
Hunyuan Large Vision: 23.8 (#160), Llama 2-7B: 15.1 (#309)
| Benchmark | Hunyuan Large Vision | Llama 2-7B |
|---|---|---|
| LMArena Hard Prompts | 1257 | 1009 |
| Chess Puzzles | — | 0% |
| BIG-Bench Hard | — | 39.2% |
| Epoch Capabilities Index | — | 98.54 |
| HellaSwag | — | 77.2% |
| LAMBADA | — | 73.3% |
| PIQA | — | 78.8% |
| WinoGrande | — | 69.2% |
Math Hunyuan Large Vision leads
Hunyuan Large Vision: 32.8 (#184), Llama 2-7B: 28.2 (#231)
| Benchmark | Hunyuan Large Vision | Llama 2-7B |
|---|---|---|
| LMArena Math | 1269 | 1042 |
| GSM8K | — | 16.7% |
Knowledge Hunyuan Large Vision leads
Hunyuan Large Vision: 33.7 (#191), Llama 2-7B: 27.7 (#243)
| Benchmark | Hunyuan Large Vision | Llama 2-7B |
|---|---|---|
| LMArena Expert | 1250 | 1036 |
| ARC (AI2) Challenge | — | 45.9% |
| BoolQ | — | 77.9% |
| MMLU | — | 45.8% |
| OpenBookQA | — | 58.6% |
| TriviaQA | — | 73.7% |
Multimodal Not comparable
Hunyuan Large Vision: 35.1 (#79), Llama 2-7B: —
| Benchmark | Hunyuan Large Vision | Llama 2-7B |
|---|---|---|
| LMArena Vision | 1180 | — |
| ScienceQA | — | 43.1% |
Multilingual Hunyuan Large Vision leads
Hunyuan Large Vision: 40.1 (#216), Llama 2-7B: 23.9 (#288)
| Benchmark | Hunyuan Large Vision | Llama 2-7B |
|---|---|---|
| LMArena Non-English | 1236 | 973 |
| LMArena Chinese | 1289 | 973 |
| LMArena Russian | 1243 | 995 |
| LMArena French | — | 969 |
| LMArena German | — | 978 |
| LMArena Spanish | — | 1007 |
Instruction Following Hunyuan Large Vision leads
Hunyuan Large Vision: 66.0 (#210), Llama 2-7B: 51.0 (#293)
| Benchmark | Hunyuan Large Vision | Llama 2-7B |
|---|---|---|
| LMArena Instruction Following | 1250 | 1006 |
Long Context Hunyuan Large Vision leads
Hunyuan Large Vision: 38.8 (#184), Llama 2-7B: 30.4 (#282)
| Benchmark | Hunyuan Large Vision | Llama 2-7B |
|---|---|---|
| LMArena Longer Query | 1279 | 999 |
Writing & Preference Hunyuan Large Vision leads
Hunyuan Large Vision: 46.7 (#211), Llama 2-7B: 28.1 (#293)
| Benchmark | Hunyuan Large Vision | Llama 2-7B |
|---|---|---|
| LMArena Text | 1263 | 1053 |
| LMArena Creative Writing | 1250 | 1033 |
| LMArena Multi-Turn | 1253 | 1029 |
Frequently asked questions
Is Hunyuan Large Vision better than Llama 2-7B?
Hunyuan Large Vision is the stronger model overall, scoring 37.0 to 28.6 on the Noometry Index.
Is Hunyuan Large Vision or Llama 2-7B better for coding?
Hunyuan Large Vision scores higher on coding benchmarks: 37.6 versus 28.7 in the Noometry coding category.
How many benchmarks do Hunyuan Large Vision and Llama 2-7B share?
12 benchmarks have published results for both models. Hunyuan Large Vision has 13 scored results on Noometry and Llama 2-7B has 29.