Key Specifications

Vendorother
Versionolmo-7b-sft
Release Date2024-02-01
Context Window2048 tokens
Input Modalitiestext
Output Modalitiestext
LicenseApache 2.0
Documentationhttps://huggingface.co/models

Benchmark Performance

BenchmarkScoreUnitEvaluated AtNotesSource
MMLU73.4%2024-02-015-shotview
HUMANEVAL53.9pass@12024-02-01view
GSM8K62.8%2024-02-010-shot CoTview
MATH43.1%2024-02-010-shot CoTview
BBH64%2024-02-013-shot CoTview
GPQA31.8%2024-02-010-shotview
IFEVAL56.2%2024-02-01prompt_strictview
ARC89.3%2024-02-01challengeview
MUSR44.3%2024-02-010-shotview
WINOGRANDE78.8%2024-02-010-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 2024-02-01

Compliance

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

OLMo 7B SFT

Model Overview

AllenAI OLMo 7B SFT 监督微调版本, 2K 上下文, 基于 Tulu 数据集微调, 适合通用对话任务。

Core Specifications

VendorVersionRelease DateContext WindowInput ModalitiesOutput ModalitiesLicense
Otherolmo-7b-sft2024-02-012KtexttextApache 2.0

Benchmark Performance

BenchmarkScoreUnitNotes
MMLU (Massive Multitask Language Understanding)73.4%5-shot
HumanEval53.9pass@1
GSM8K (Grade School Math 8K)62.8%0-shot CoT
MATH43.1%0-shot CoT
BBH (BIG-Bench Hard)64.0%3-shot CoT
GPQA31.8%0-shot
IFEval56.2%prompt_strict
ARC89.3%challenge
MUSR44.3%0-shot
WinoGrande78.8%0-shot

Pricing

InputOutputCache ReadCache Write

per million tokens

Strengths

  • Reliable general-purpose model.

Weaknesses

  • Proprietary, not self-hostable.
  • Context window 2K is limited.

Use Cases

  • General chat and Q&A

References