Nous Hermes 2 Yi 34B: Complete Benchmark Performance Guide

other nous-hermes-2-yi-34b 2024-01-22 Apache 2.0

In-depth analysis of Nous Hermes 2 Yi 34B performance on MMLU, HumanEval, GSM8K, MATH, BBH benchmarks, including pricing and use cases.

Key Specifications

Vendorother
Versionnous-hermes-2-yi-34b
Release Date2024-01-22
Context Window4096 tokens
Input Modalitiestext
Output Modalitiestext
LicenseApache 2.0
Documentationhttps://huggingface.co/models

Benchmark Performance

BenchmarkScoreUnitEvaluated AtNotesSource
MMLU76.9%2024-01-225-shotview
HUMANEVAL73.2pass@12024-01-22—view
GSM8K82.7%2024-01-220-shot CoTview
MATH44.9%2024-01-220-shot CoTview
BBH75.6%2024-01-223-shot CoTview
GPQA39%2024-01-220-shotview
IFEVAL68.3%2024-01-22prompt_strictview
ARC93.4%2024-01-22challengeview
MUSR48.8%2024-01-220-shotview
WINOGRANDE83.4%2024-01-220-shotview

Pricing

TierPriceCurrency
Input$0.4 / MtokUSD
Output$0.4 / MtokUSD
Cache Read$0 / MtokUSD
Cache Write$0 / MtokUSD

Source: https://huggingface.co/models · as of 2024-01-22

Compliance

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

Nous Hermes 2 Yi 34B

Visão geral do modelo

NousResearch Hermes 2 Yi 34B 微调模型, 4K 上下文, 基于 Yi 34B, 改进多语言与指令遵循。

Especificações principais

FornecedorVersãoData de lançamentoJanela de contextoModalidades de entradaModalidades de saídaLicença
Othernous-hermes-2-yi-34b2024-01-224KtexttextApache 2.0

Desempenho em benchmarks

BenchmarkPontuaçãoUnidadeNotas
MMLU (Massive Multitask Language Understanding)76.9%5-shot
HumanEval73.2pass@1—
GSM8K (Grade School Math 8K)82.7%0-shot CoT
MATH44.9%0-shot CoT
BBH (BIG-Bench Hard)75.6%3-shot CoT
GPQA39.0%0-shot
IFEval68.3%prompt_strict
ARC93.4%challenge
MUSR48.8%0-shot
WinoGrande83.4%0-shot

Preços

EntradaSaídaLeitura de cacheEscrita de cache
————

por milhão de tokens

Pontos fortes

  • 可靠的通用模型。

Pontos fracos

  • 闭源专有模型，不支持自托管。
  • 上下文窗口 4K 偏小。

Casos de uso

  • 代码生成与调试

Referências