{"type":"post","id":"model-diet-open-sources-inference-latency-profiling-for-1bbbf0","slug":"model-diet-open-sources-inference-latency-profiling-for-1bbbf0","title":"Model Diet open-sources inference latency profiling for fitted ML models","description":"Model Diet is an open-source Python library for measuring inference behavior of already-fitted machine-learning models on representative tabular inputs.","retrieval_nugget":"Model Diet is an open-source Python library for measuring inference behavior of already-fitted machine-learning models on representative tabular inputs. It gives ML engineers local latency and runtime measurements they can export and inspect, while making clear that these results are not serving guarantees or optimization recommendations.","published_at":"2026-11-07","updated_at":"2026-11-07","record_date":"2026-11-07","date_kind":"published_at","topics":["models"],"entities":["Model Diet","modeldiet"],"related_patterns":["runtime-observability-becomes-the-primary-engineering-focus-for-ai"],"novelty_label":"new_fact","what_changed":"Model Diet has open-sourced a library that profiles pretrained models and reports inference metrics to guide design decisions.","prior_refs":["https://newruntime.com/posts/deepseek-open-sources-deepinfer-the-inference-framework-behind-893234/"],"source_url":"https://github.com/modeldiet/modeldiet","source_urls":["https://github.com/modeldiet/modeldiet"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:model-diet-open-sources-inference-latency-profiling-for-1bbbf0","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/model-diet-open-sources-inference-latency-profiling-for-1bbbf0/","markdown":"https://newruntime.com/posts/model-diet-open-sources-inference-latency-profiling-for-1bbbf0.md","json":"https://newruntime.com/posts/model-diet-open-sources-inference-latency-profiling-for-1bbbf0.json"},"markdown_url":"https://newruntime.com/posts/model-diet-open-sources-inference-latency-profiling-for-1bbbf0.md","next_reads":[{"type":"topic","path":"/topics/models/","url":"https://newruntime.com/topics/models/","title":"Models","reason":"Explore the models topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/models.md","json_url":"https://newruntime.com/topics/models.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/sources/","url":"https://newruntime.com/sources/","title":"Sources","reason":"See the original sources this archive cites.","media_type":"text/html"}]}