{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2025:NT6JEFIZPVQETMHQDAOSZFEGBW","short_pith_number":"pith:NT6JEFIZ","schema_version":"1.0","canonical_sha256":"6cfc9215197d6049b0f0181d2c94860d8dd1e5174fd98dabf26c031bb0841d8f","source":{"kind":"arxiv","id":"2502.16721","version":1},"attestation_state":"computed","paper":{"title":"Speed and Conversational Large Language Models: Not All Is About Tokens per Second","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.CL","authors_text":"Fabrizio Lombardi, Javier Conde, Miguel Gonz\\'alez, Pedro Reviriego, Shanshan Liu, Zhen Gao","submitted_at":"2025-02-23T21:28:55Z","abstract_excerpt":"The speed of open-weights large language models (LLMs) and its dependency on the task at hand, when run on GPUs, is studied to present a comparative analysis of the speed of the most popular open LLMs."},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2502.16721","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-02-23T21:28:55Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"1faf1a1cf39813a6c600a3f635eeccb8c4c6d8c3dd41fe9ea00c1882f3a0a1f5","abstract_canon_sha256":"0b627580a85cf410397162c2488f2e19bf966770a8413cd8bae864128483a55a"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T10:18:58.385404Z","signature_b64":"jhPXD3Zf6HQw7M7yXMdD4GCtaLeqtDWJrWECsul7CeZYaZzsIw8YYVPmCX77WA/JWLZ8qcBEdzA4ykJH1ee4Dg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"6cfc9215197d6049b0f0181d2c94860d8dd1e5174fd98dabf26c031bb0841d8f","last_reissued_at":"2026-07-05T10:18:58.384050Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T10:18:58.384050Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Speed and Conversational Large Language Models: Not All Is About Tokens per Second","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.CL","authors_text":"Fabrizio Lombardi, Javier Conde, Miguel Gonz\\'alez, Pedro Reviriego, Shanshan Liu, Zhen Gao","submitted_at":"2025-02-23T21:28:55Z","abstract_excerpt":"The speed of open-weights large language models (LLMs) and its dependency on the task at hand, when run on GPUs, is studied to present a comparative analysis of the speed of the most popular open LLMs."},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2502.16721","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2502.16721/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"aliases":[{"alias_kind":"arxiv","alias_value":"2502.16721","created_at":"2026-07-05T10:18:58.384877+00:00"},{"alias_kind":"arxiv_version","alias_value":"2502.16721v1","created_at":"2026-07-05T10:18:58.384877+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2502.16721","created_at":"2026-07-05T10:18:58.384877+00:00"},{"alias_kind":"pith_short_12","alias_value":"NT6JEFIZPVQE","created_at":"2026-07-05T10:18:58.384877+00:00"},{"alias_kind":"pith_short_16","alias_value":"NT6JEFIZPVQETMHQ","created_at":"2026-07-05T10:18:58.384877+00:00"},{"alias_kind":"pith_short_8","alias_value":"NT6JEFIZ","created_at":"2026-07-05T10:18:58.384877+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/NT6JEFIZPVQETMHQDAOSZFEGBW","json":"https://pith.science/pith/NT6JEFIZPVQETMHQDAOSZFEGBW.json","graph_json":"https://pith.science/api/pith-number/NT6JEFIZPVQETMHQDAOSZFEGBW/graph.json","events_json":"https://pith.science/api/pith-number/NT6JEFIZPVQETMHQDAOSZFEGBW/events.json","paper":"https://pith.science/paper/NT6JEFIZ"},"agent_actions":{"view_html":"https://pith.science/pith/NT6JEFIZPVQETMHQDAOSZFEGBW","download_json":"https://pith.science/pith/NT6JEFIZPVQETMHQDAOSZFEGBW.json","view_paper":"https://pith.science/paper/NT6JEFIZ","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2502.16721&json=true","fetch_graph":"https://pith.science/api/pith-number/NT6JEFIZPVQETMHQDAOSZFEGBW/graph.json","fetch_events":"https://pith.science/api/pith-number/NT6JEFIZPVQETMHQDAOSZFEGBW/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/NT6JEFIZPVQETMHQDAOSZFEGBW/action/timestamp_anchor","attest_storage":"https://pith.science/pith/NT6JEFIZPVQETMHQDAOSZFEGBW/action/storage_attestation","attest_author":"https://pith.science/pith/NT6JEFIZPVQETMHQDAOSZFEGBW/action/author_attestation","sign_citation":"https://pith.science/pith/NT6JEFIZPVQETMHQDAOSZFEGBW/action/citation_signature","submit_replication":"https://pith.science/pith/NT6JEFIZPVQETMHQDAOSZFEGBW/action/replication_record"}},"created_at":"2026-07-05T10:18:58.384877+00:00","updated_at":"2026-07-05T10:18:58.384877+00:00"}