Key Specifications
| Vendor | other |
|---|
| Version | sonar-reasoning |
|---|
| Release Date | 2024-12-18 |
|---|
| Context Window | 127072 tokens |
|---|
| Input Modalities | text |
|---|
| Output Modalities | text |
|---|
| License | Proprietary |
|---|
| Documentation | https://huggingface.co/models |
|---|
Benchmark Performance
| Benchmark | Score | Unit | Evaluated At | Notes | Source |
|---|
| MMLU | 87.7 | % | 2024-12-18 | 5-shot | view |
| HUMANEVAL | 81.1 | pass@1 | 2024-12-18 | — | view |
| GSM8K | 89.8 | % | 2024-12-18 | 0-shot CoT | view |
| MATH | 50.7 | % | 2024-12-18 | 0-shot CoT | view |
| BBH | 83.4 | % | 2024-12-18 | 3-shot CoT | view |
| GPQA | 50.1 | % | 2024-12-18 | 0-shot | view |
| IFEVAL | 83.1 | % | 2024-12-18 | prompt_strict | view |
| ARC | 96.2 | % | 2024-12-18 | challenge | view |
| MUSR | 69.4 | % | 2024-12-18 | 0-shot | view |
| WINOGRANDE | 87.2 | % | 2024-12-18 | 0-shot | view |
Pricing
| Tier | Price | Currency |
|---|
| Input | $2 / Mtok | USD |
| Output | $8 / Mtok | USD |
| Cache Read | $0 / Mtok | USD |
| Cache Write | $0 / Mtok | USD |
Source:
https://huggingface.co/models
· as of 2024-12-18
Compliance
- Data Residency: self-host
- SOC2: ✗
- HIPAA: ✗
- GDPR: ✗
- ISO 27001: ✗
Sonar Reasoning
Ikhtisar Model
Perplexity Sonar Reasoning 推理型在线 RAG 模型, 127K 上下文, 基于 DeepSeek R1 微调, 链式思维推理。
Spesifikasi Inti
| Vendor | Versi | Tanggal Rilis | Jendela Konteks | Modalitas Input | Modalitas Output | Lisensi |
|---|
| Other | sonar-reasoning | 2024-12-18 | 127K | text | text | Proprietary |
Kinerja Benchmark
| Benchmark | Skor | Satuan | Catatan |
|---|
| MMLU (Massive Multitask Language Understanding) | 87.7 | % | 5-shot |
| HumanEval | 81.1 | pass@1 | — |
| GSM8K (Grade School Math 8K) | 89.8 | % | 0-shot CoT |
| MATH | 50.7 | % | 0-shot CoT |
| BBH (BIG-Bench Hard) | 83.4 | % | 3-shot CoT |
| GPQA | 50.1 | % | 0-shot |
| IFEval | 83.1 | % | prompt_strict |
| ARC | 96.2 | % | challenge |
| MUSR | 69.4 | % | 0-shot |
| WinoGrande | 87.2 | % | 0-shot |
Harga
| Input | Output | Baca Cache | Tulis Cache |
|---|
| — | — | — | — |
per juta token
Kelebihan
- MMLU score 87.7, strong knowledge reasoning.
- HumanEval 81.1, excellent code generation.
- GSM8K 89.8, robust math reasoning.
Kekurangan
Kasus Penggunaan
Referensi