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Alternatives

Why OpenAI Rate Limits Kill Production Chatbots

OpenAI's tiered rate limits throttle production chatbots during peak hours. Learn why dedicated GPU inference eliminates rate limit anxiety and protects user experience.

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Latest Articles

Fresh benchmarks, comparisons, and deployment guides from the GigaGPU team.

Tutorials Apr 2026

Migrate from HF Endpoints: Sentiment Analysis

Replace Hugging Face Inference Endpoints for sentiment analysis with self-hosted GPU pipelines, unlocking batch processing, custom sentiment models, and costs…

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Tutorials Apr 2026

Migrate from OpenAI to Self-Hosted: Function Calling Guide

Replace OpenAI's function calling with self-hosted alternatives using structured output models, maintaining tool-use capabilities while eliminating API dependency.

Migrate from HF Endpoints: Named Entity Recognition

Move NER pipelines from Hugging Face Inference Endpoints to dedicated GPUs for batch-optimised entity extraction, custom entity types, and fixed-cost…

Migrate from HF Endpoints: Zero-Shot Classification

Self-host zero-shot classification on dedicated GPUs instead of HF Inference Endpoints for higher throughput, custom label sets, and dramatically lower…

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Tutorials Apr 2026

Migrate from HF Endpoints: Text Generation

Replace Hugging Face Inference Endpoints for text generation with self-hosted vLLM on dedicated GPUs, achieving higher throughput, lower latency, and…

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Tutorials Apr 2026