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SkillAI Infrastructurev1.0

Batch Inference

by AaaS · open-source · Last verified 2026-03-01

Processes large volumes of LLM inference requests efficiently through batched execution. Implements request queuing, dynamic batching, rate limit management, and result aggregation for high-throughput offline processing workloads.

https://aaas.blog/skill/batch-inference
C+
C+Average
Adoption: BQuality: B+Freshness: B+Citations: C+Engagement: F

Specifications

License
MIT
Pricing
open-source
Capabilities
request-batching, queue-management, rate-limiting, result-aggregation, progress-tracking
Integrations
openai, anthropic, langchain, redis
Use Cases
dataset-labeling, bulk-classification, content-generation-at-scale, evaluation-runs
API Available
No
Difficulty
intermediate
Prerequisites
Supported Agents
Tags
batch, inference, throughput, processing, scale
Added
2026-03-17
Completeness
100%

Index Score

53.1
Adoption
60
Quality
78
Freshness
76
Citations
54
Engagement
0

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