max_tokens
PulseAugur coverage of max_tokens — every cluster mentioning max_tokens across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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Groq's free tier bills declared tokens, not generated ones, causing errors
Groq's free tier charges for the maximum number of tokens a user declares in a request, rather than the number of tokens actually generated. This can lead to "Request too large" errors even for small prompts if the decl…
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LLM call cost estimation fails, post-call reconciliation is key
Estimating the cost of Large Language Model (LLM) calls before they are made is proving to be an unreliable method for implementing spending caps. A recent experiment with OpenRouter and the `openai/gpt-oss-20b:free` mo…
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AI API calls: A deep dive into the technical process and error handling
This article explains the technical process behind making the first API call to an AI model, detailing the five essential checks: API key, endpoint, model name, token limits, and request body format. It breaks down a ty…
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Optimize AI API Usage: Key Parameters and Cost-Saving Mistakes
Two articles from dev.to offer practical advice for developers using AI APIs, focusing on cost optimization and performance enhancement. The first article details five key API parameters—temperature, max_tokens, top_p, …
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Debugging silent failures in LLM agents: token limits, schema drift, and tracing
LLM agents can fail silently, producing incorrect or incomplete results without raising explicit errors. This often stems from token budget exhaustion, where an API call might return an empty result or truncated data wi…
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Anthropic's Claude Opus 4.7 offers enhanced reasoning and larger context
Anthropic has released Claude Opus 4.7, a new model featuring enhanced thinking capabilities and increased token limits. This update introduces new boolean options for 'thinking_display' and 'thinking_adaptive' function…