Key Specifications

Vendorother
Versionnous-hermes-2-solar-10-7b
Release Date2024-02-19
Context Window4096 tokens
Input Modalitiestext
Output Modalitiestext
LicenseApache 2.0
Documentationhttps://huggingface.co/models

Benchmark Performance

BenchmarkScoreUnitEvaluated AtNotesSource
MMLU63.4%2024-02-195-shotview
HUMANEVAL59.2pass@12024-02-19view
GSM8K59.6%2024-02-190-shot CoTview
MATH37.7%2024-02-190-shot CoTview
BBH71.8%2024-02-193-shot CoTview
GPQA35.9%2024-02-190-shotview
IFEVAL55.6%2024-02-19prompt_strictview
ARC85.9%2024-02-19challengeview
MUSR39.6%2024-02-190-shotview
WINOGRANDE74.4%2024-02-190-shotview

Pricing

TierPriceCurrency
Input$0.2 / MtokUSD
Output$0.2 / MtokUSD
Cache Read$0 / MtokUSD
Cache Write$0 / MtokUSD

Source: https://huggingface.co/models · as of 2024-02-19

Compliance

  • Data Residency: self-host
  • SOC2: ✗
  • HIPAA: ✗
  • GDPR: ✗
  • ISO 27001: ✗

Nous Hermes 2 Solar 10.7B

Ikhtisar Model

NousResearch Hermes 2 Solar 10.7B 微调模型, 4K 上下文, 基于 Solar 10.7B, 性能接近 Llama 2 70B。

Spesifikasi Inti

VendorVersiTanggal RilisJendela KonteksModalitas InputModalitas OutputLisensi
Othernous-hermes-2-solar-10-7b2024-02-194KtexttextApache 2.0

Kinerja Benchmark

BenchmarkSkorSatuanCatatan
MMLU (Massive Multitask Language Understanding)63.4%5-shot
HumanEval59.2pass@1
GSM8K (Grade School Math 8K)59.6%0-shot CoT
MATH37.7%0-shot CoT
BBH (BIG-Bench Hard)71.8%3-shot CoT
GPQA35.9%0-shot
IFEval55.6%prompt_strict
ARC85.9%challenge
MUSR39.6%0-shot
WinoGrande74.4%0-shot

Harga

InputOutputBaca CacheTulis Cache

per juta token

Kelebihan

  • 可靠的通用模型。

Kekurangan

  • 闭源专有模型,不支持自托管。
  • 上下文窗口 4K 偏小。

Kasus Penggunaan

  • 通用对话与问答

Referensi