Key Specifications

Vendorother
Versionhermes-3-llama-3-1-405b
Release Date2024-08-12
Context Window131072 tokens
Input Modalitiestext
Output Modalitiestext
LicenseLlama 3.1 Community License
Documentationhttps://huggingface.co/models

Benchmark Performance

BenchmarkScoreUnitEvaluated AtNotesSource
MMLU83.9%2024-08-125-shotview
HUMANEVAL89pass@12024-08-12view
GSM8K88.9%2024-08-120-shot CoTview
MATH65.7%2024-08-120-shot CoTview
BBH82.1%2024-08-123-shot CoTview
GPQA40.5%2024-08-120-shotview
IFEVAL78.2%2024-08-12prompt_strictview
ARC94.5%2024-08-12challengeview
MUSR57.7%2024-08-120-shotview
WINOGRANDE86.5%2024-08-120-shotview

Pricing

TierPriceCurrency
Input$3 / MtokUSD
Output$3 / MtokUSD
Cache Read$0 / MtokUSD
Cache Write$0 / MtokUSD

Source: https://huggingface.co/models · as of 2024-08-12

Compliance

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

Hermes 3 Llama 3.1 405B

모델 개요

NousResearch Hermes 3 Llama 3.1 405B 微调模型, 131K 上下文, 改进中立性与推理, 性能超越基座模型。

핵심 사양

공급업체버전출시일컨텍스트 창입력 모달리티출력 모달리티라이선스
Otherhermes-3-llama-3-1-405b2024-08-12131KtexttextLlama 3.1 Community License

벤치마크 성능

벤치마크점수단위비고
MMLU (Massive Multitask Language Understanding)83.9%5-shot
HumanEval89.0pass@1
GSM8K (Grade School Math 8K)88.9%0-shot CoT
MATH65.7%0-shot CoT
BBH (BIG-Bench Hard)82.1%3-shot CoT
GPQA40.5%0-shot
IFEval78.2%prompt_strict
ARC94.5%challenge
MUSR57.7%0-shot
WinoGrande86.5%0-shot

가격

입력출력캐시 읽기캐시 쓰기

백만 토큰당

강점

  • MMLU score 83.9, strong knowledge reasoning.
  • HumanEval 89.0, excellent code generation.
  • GSM8K 88.9, robust math reasoning.

약점

  • 闭源专有模型,不支持自托管。

사용 사례

  • 代码生成与调试

참고문헌