llm-inference

name	llm-inference
description	Use when wanting to interact with any LLM - Explains available inference endpoints so the agent selects suitable models.

LLM Inference

The Cloudflare Pages function functions/cerebras-chat.ts provides OpenAI-compatible LLM inference. See tools/cerebras-llm-inference/index.html for a working example.

Available models

Model	Max context tokens	Requests / minute	Tokens / minute
gpt-oss-120b	65,536	30	64,000
llama-3.3-70b	65,536	30	64,000
llama3.1-8b	8,192	30	60,000
qwen-3-235b-a22b-instruct-2507	65,536	30	64,000
qwen-3-235b-a22b-thinking-2507	65,536	30	60,000
qwen-3-32b	65,536	30	64,000
zai-glm-4.6	64,000	10	150,000

• llama3.1-8b is the fastest option.
• zai-glm-4.6 is the most powerful option.
• gpt-oss-120b remains the best all rounder.

LLMs are not just for chat: they can be used to process any string in any arbitrary way. If making a tool that requires the LLM to respond in a specific way or format then be very clear and explicit in its system prompt; eg what to include/exclude, plain/markdown formatting, length, etc.