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@12024-11-24view
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

Model Overview

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。

Core Specifications

VendorVersionRelease DateContext WindowInput ModalitiesOutput ModalitiesLicense
Otherolmo-2-1124-7b2024-11-244KtexttextApache 2.0

Benchmark Performance

BenchmarkScoreUnitNotes
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

Pricing

InputOutputCache ReadCache Write

per million tokens

Strengths

  • Reliable general-purpose model.

Weaknesses

  • Proprietary, not self-hostable.
  • Context window 4K is limited.

Use Cases

  • General chat and Q&A

References