{"work":{"id":"f71ad4ac-ddea-4be1-a103-56d82d7ac8a3","openalex_id":null,"doi":"10.48550/arxiv.2406.11409","arxiv_id":"2406.11409","raw_key":null,"title":"CodeGemma: Open Code Models Based on Gemma","authors":null,"authors_text":"CodeGemma Team, Heri Zhao, Jeffrey Hui, et al","year":2024,"venue":"cs.CL","abstract":"This paper introduces CodeGemma, a collection of specialized open code models built on top of Gemma, capable of a variety of code and natural language generation tasks. We release three model variants. CodeGemma 7B pretrained (PT) and instruction-tuned (IT) variants have remarkably resilient natural language understanding, excel in mathematical reasoning, and match code capabilities of other open models. CodeGemma 2B is a state-of-the-art code completion model designed for fast code infilling and open-ended generation in latency-sensitive settings.","external_url":"https://arxiv.org/abs/2406.11409","cited_by_count":null,"metadata_source":"pith","metadata_fetched_at":"2026-07-10T16:07:20.299518+00:00","pith_arxiv_id":"2406.11409","created_at":"2026-05-09T22:44:14.940717+00:00","updated_at":"2026-07-10T16:07:20.299518+00:00","title_quality_ok":true,"display_title":"Codegemma: Open code models based on gemma","render_title":"Codegemma: Open code models based on gemma"},"hub":{"state":{"work_id":"f71ad4ac-ddea-4be1-a103-56d82d7ac8a3","tier":"hub","tier_reason":"10+ Pith inbound or 1,000+ external citations","pith_inbound_count":19,"external_cited_by_count":null,"distinct_field_count":6,"first_pith_cited_at":"2024-09-19T17:16:21+00:00","last_pith_cited_at":"2026-07-08T19:32:22+00:00","author_build_status":"not_needed","summary_status":"needed","contexts_status":"needed","graph_status":"needed","ask_index_status":"not_needed","reader_status":"not_needed","recognition_status":"not_needed","updated_at":"2026-08-04T01:49:48.201213+00:00","tier_text":"hub"},"tier":"hub","role_counts":[{"context_role":"background","n":2}],"polarity_counts":[{"context_polarity":"background","n":2}],"runs":{},"summary":{},"graph":{},"authors":[]}}