OLMo 2 1124 7B: Complete Benchmark Performance Guide

other olmo-2-1124-7b 2024-11-24 Apache 2.0

In-depth analysis of OLMo 2 1124 7B performance on MMLU, HumanEval, GSM8K, MATH, BBH benchmarks, including pricing and use cases.

Key Specifications

Vendorother
Versionolmo-2-1124-7b
Release Date2024-11-24
Context Window4096 tokens
Input Modalitiestext
Output Modalitiestext
LicenseApache 2.0
Documentationhttps://huggingface.co/models

Benchmark Performance

BenchmarkScoreUnitEvaluated AtNotesSource
MMLU68.3%2024-11-245-shotview
HUMANEVAL53.2pass@12024-11-24—view
GSM8K57.2%2024-11-240-shot CoTview
MATH39.3%2024-11-240-shot CoTview
BBH63.1%2024-11-243-shot CoTview
GPQA26.3%2024-11-240-shotview
IFEVAL56%2024-11-24prompt_strictview
ARC86.2%2024-11-24challengeview
MUSR39.2%2024-11-240-shotview
WINOGRANDE75.3%2024-11-240-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 2024-11-24

Compliance

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

OLMo 2 1124 7B

모델 개요

AllenAI OLMo 2 1124 7B 第三代模型, 4K 上下文, 改进训练稳定性与推理能力, 完全开源。

핵심 사양

공급업체버전출시일컨텍스트 창입력 모달리티출력 모달리티라이선스
Otherolmo-2-1124-7b2024-11-244KtexttextApache 2.0

벤치마크 성능

벤치마크점수단위비고
MMLU (Massive Multitask Language Understanding)68.3%5-shot
HumanEval53.2pass@1—
GSM8K (Grade School Math 8K)57.2%0-shot CoT
MATH39.3%0-shot CoT
BBH (BIG-Bench Hard)63.1%3-shot CoT
GPQA26.3%0-shot
IFEval56.0%prompt_strict
ARC86.2%challenge
MUSR39.2%0-shot
WinoGrande75.3%0-shot

가격

입력출력캐시 읽기캐시 쓰기
————

백만 토큰당

강점

  • 可靠的通用模型。

약점

  • 闭源专有模型，不支持自托管。
  • 上下文窗口 4K 偏小。

사용 사례

  • 通用对话与问答

참고문헌