Key Specifications
| Vendor | meta |
|---|
| Version | 3.2-11b-vision |
|---|
| Release Date | 2024-09-25 |
|---|
| Context Window | 128000 tokens |
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| Input Modalities | text, image |
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| Output Modalities | text |
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| License | Llama 3.2 Community License |
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| Documentation | https://llama.meta.com/docs/ |
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Benchmark Performance
| Benchmark | Score | Unit | Evaluated At | Notes | Source |
|---|
| MMLU | 61.9 | % | 2024-09-25 | 5-shot | view |
| HUMANEVAL | 50.1 | pass@1 | 2024-09-25 | — | view |
| GSM8K | 68.2 | % | 2024-09-25 | 0-shot CoT | view |
| MATH | 29.9 | % | 2024-09-25 | 0-shot CoT | view |
| BBH | 69.1 | % | 2024-09-25 | 3-shot CoT | view |
| GPQA | 35.5 | % | 2024-09-25 | 0-shot | view |
| IFEVAL | 58.4 | % | 2024-09-25 | prompt_strict | view |
| ARC | 86 | % | 2024-09-25 | challenge | view |
| MUSR | 41.7 | % | 2024-09-25 | 0-shot | view |
| WINOGRANDE | 72.7 | % | 2024-09-25 | 0-shot | view |
Pricing
| Tier | Price | Currency |
|---|
| Input | $0.55 / Mtok | USD |
| Output | $0.55 / Mtok | USD |
| Cache Read | $0 / Mtok | USD |
| Cache Write | $0 / Mtok | USD |
Source:
https://ai.meta.com/blog/
· as of 2024-09-25
Compliance
- Data Residency: self-host
- SOC2: ✗
- HIPAA: ✗
- GDPR: ✗
- ISO 27001: ✗
Llama 3.2 11B Vision
Visão geral do modelo
Meta Llama 3.2 11B Vision 经济型多模态开源模型, 128K 上下文, 11B 参数, 适合边缘视觉任务。
Especificações principais
| Fornecedor | Versão | Data de lançamento | Janela de contexto | Modalidades de entrada | Modalidades de saída | Licença |
|---|
| Meta | 3.2-11b-vision | 2024-09-25 | 128K | text, image | text | Llama 3.2 Community License |
Desempenho em benchmarks
| Benchmark | Pontuação | Unidade | Notas |
|---|
| MMLU (Massive Multitask Language Understanding) | 61.9 | % | 5-shot |
| HumanEval | 50.1 | pass@1 | — |
| GSM8K (Grade School Math 8K) | 68.2 | % | 0-shot CoT |
| MATH | 29.9 | % | 0-shot CoT |
| BBH (BIG-Bench Hard) | 69.1 | % | 3-shot CoT |
| GPQA | 35.5 | % | 0-shot |
| IFEval | 58.4 | % | prompt_strict |
| ARC | 86.0 | % | challenge |
| MUSR | 41.7 | % | 0-shot |
| WinoGrande | 72.7 | % | 0-shot |
Preços
| Entrada | Saída | Leitura de cache | Escrita de cache |
|---|
| — | — | — | — |
por milhão de tokens
Pontos fortes
Pontos fracos
Casos de uso
Referências