GLM-4 9B Chat: Complete Benchmark Performance Guide

other glm-4-9b-chat 2024-06-05 GLM-4 License

In-depth analysis of GLM-4 9B Chat performance on MMLU, HumanEval, GSM8K, MATH, BBH benchmarks, including pricing and use cases.

Key Specifications

Vendorother
Versionglm-4-9b-chat
Release Date2024-06-05
Context Window131072 tokens
Input Modalitiestext, image
Output Modalitiestext
LicenseGLM-4 License
Documentationhttps://huggingface.co/models

Benchmark Performance

BenchmarkScoreUnitEvaluated AtNotesSource
MMLU70.7%2024-06-055-shotview
HUMANEVAL62.9pass@12024-06-05—view
GSM8K58%2024-06-050-shot CoTview
MATH26.6%2024-06-050-shot CoTview
BBH67.2%2024-06-053-shot CoTview
GPQA37.2%2024-06-050-shotview
IFEVAL59.9%2024-06-05prompt_strictview
ARC88.6%2024-06-05challengeview
MUSR49.5%2024-06-050-shotview
WINOGRANDE79.4%2024-06-050-shotview

Pricing

TierPriceCurrency
Input$0.18 / MtokUSD
Output$0.18 / MtokUSD
Cache Read$0 / MtokUSD
Cache Write$0 / MtokUSD

Source: https://huggingface.co/models · as of 2024-06-05

Compliance

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

GLM-4 9B Chat

Visão geral do modelo

清华智谱 GLM-4 9B Chat 开源对话模型, 131K 上下文, 9B 参数, 支持图像理解, 中英双语突出。

Especificações principais

FornecedorVersãoData de lançamentoJanela de contextoModalidades de entradaModalidades de saídaLicença
Otherglm-4-9b-chat2024-06-05131Ktext, imagetextGLM-4 License

Desempenho em benchmarks

BenchmarkPontuaçãoUnidadeNotas
MMLU (Massive Multitask Language Understanding)70.7%5-shot
HumanEval62.9pass@1—
GSM8K (Grade School Math 8K)58.0%0-shot CoT
MATH26.6%0-shot CoT
BBH (BIG-Bench Hard)67.2%3-shot CoT
GPQA37.2%0-shot
IFEval59.9%prompt_strict
ARC88.6%challenge
MUSR49.5%0-shot
WinoGrande79.4%0-shot

Preços

EntradaSaídaLeitura de cacheEscrita de cache
————

por milhão de tokens

Pontos fortes

  • 支持文本、图像、音频多模态输入。

Pontos fracos

  • 闭源专有模型，不支持自托管。

Casos de uso

  • 视觉与图像理解

Referências