Moondream: Moondream 3.1

{"about":"### Moondream 3.1 dan pengaitan dengan pengamatan\n\nMoondream 3.1 adalah versi model visi-bahasa Moondream dengan arsitektur campuran pakar. Pengembang menyatakan total 9 miliar parameter dan sekitar 2 miliar aktif per token. Fokus versi ini adalah jawaban terkait objek dan area gambar tertentu: bukan hanya mendeskripsikan adegan, tetapi menunjukkan bagian yang dirujuk hasil.\n\nKartu resmi model asal memisahkan lima keterampilan: pertanyaan gambar, keterangan, deteksi objek, penunjukan titik, dan segmentasi. Pertanyaan menghasilkan penjelasan teks; deteksi menghubungkan objek dengan area persegi panjang; titik menandai posisi; segmentasi menandai area yang ditempati. Pendekatan ini berguna untuk sistem yang membutuhkan jenis hasil tertentu, bukan deskripsi bebas seluruh gambar.\n\n### Mode yang tersedia di Ailoot API\n\nDi Ailoot API, Moondream 3.1 terhubung untuk pesan dan jawaban teks. Pemrosesan gambar serta keluaran koordinat visual atau mask melalui keterampilan khusus tidak termasuk antarmuka saat ini. Untuk tugas teks, berikan deskripsi pengamatan, tabel ciri, atau persyaratan hasil yang telah disiapkan dan ajukan pertanyaan.\n\nMisalnya, jika informasi produk atau objek sudah berupa teks, susun kriteria jelas: ciri yang dibandingkan, definisi kecocokan, dan penandaan nilai yang hilang. Minta nama serta nilai awal dipertahankan dan kesimpulan disertai penjelasan singkat berdasarkan data. Ini mengolah catatan pengamatan tekstual, bukan menggantikan pemeriksaan foto asal.\n\n### Konteks dan batas hasil\n\nVersi ini di Ailoot API memiliki konteks 32 000 token. Permintaan dapat mencakup instruksi, contoh format, dan materi pemrosesan. Jika perlu pilihan tegas, tetapkan jawaban yang diizinkan dan kriterianya terlebih dahulu agar tugas dapat diperiksa tanpa menduga informasi yang tidak tersedia pada masukan.\n\nSpesialisasi visual Moondream tidak berarti setiap kesimpulan numerik atau logis otomatis tepat. Kartu resmi memisahkan deteksi dan penempatan spasial dari tugas matematika teks umum. Pilih versi berdasarkan masukan tertentu dan jawaban yang dibutuhkan; hasil koneksi saat ini di Ailoot API tetap berupa teks.","alias_of":null,"aliases":[],"author":"Moondream","canonical_model":"moondream/moondream3.1-9b-a2b","ctx":null,"formats":["chat","gemini","messages","responses"],"id":"moondream/moondream3.1-9b-a2b","input":["text"],"kind":"text","max_out":null,"methods":[{"cache_read":null,"cache_write":null,"cache_write_1h":null,"cache_write_5m":null,"conditional_meter":null,"ctx":null,"family":"anthropic","fast_multiplier":1,"flex_multiplier":1,"fmt":"messages","http":"POST","img_in":null,"img_out":null,"in":0.6,"input":["text"],"label":"Anthropic Messages","max_out":null,"max_tool_calls":null,"out":5.0,"output":["text"],"path":"/v1/messages","request_model_id":"moondream/moondream3.1-9b-a2b","route_label":"Ultra","status_reads":[],"tiers":[],"tool_prices":null,"unit":"token","units":[]},{"cache_read":null,"cache_write":null,"cache_write_1h":null,"cache_write_5m":null,"conditional_meter":null,"ctx":null,"family":"openai","fast_multiplier":1,"flex_multiplier":1,"fmt":"responses","http":"POST","img_in":null,"img_out":null,"in":0.6,"input":["text"],"label":"OpenAI Responses","max_out":null,"max_tool_calls":null,"out":5.0,"output":["text"],"path":"/v1/responses","request_model_id":"moondream/moondream3.1-9b-a2b","route_label":"Ultra","status_reads":[],"tiers":[],"tool_prices":null,"unit":"token","units":[]},{"cache_read":null,"cache_write":null,"cache_write_1h":null,"cache_write_5m":null,"conditional_meter":null,"ctx":null,"family":"openai","fast_multiplier":1,"flex_multiplier":1,"fmt":"chat","http":"POST","img_in":null,"img_out":null,"in":0.6,"input":["text"],"label":"OpenAI Chat","max_out":null,"max_tool_calls":null,"out":5.0,"output":["text"],"path":"/v1/chat/completions","request_model_id":"moondream/moondream3.1-9b-a2b","route_label":"Ultra","status_reads":[],"tiers":[],"tool_prices":null,"unit":"token","units":[]},{"cache_read":null,"cache_write":null,"cache_write_1h":null,"cache_write_5m":null,"conditional_meter":null,"ctx":null,"family":"gemini","fast_multiplier":1,"flex_multiplier":1,"fmt":"gemini","http":"POST","img_in":null,"img_out":null,"in":0.6,"input":["text"],"label":"Gemini generateContent","max_out":null,"max_tool_calls":null,"out":5.0,"output":["text"],"path":"/v1beta/models/moondream/moondream3.1-9b-a2b:generateContent","request_model_id":"moondream/moondream3.1-9b-a2b","route_label":"Ultra","status_reads":[],"tiers":[],"tool_prices":null,"unit":"token","units":[]}],"model_aliases":[{"canonical_model_id":"moondream/moondream3.1-9b-a2b","request_model_id":"moondream/moondream3.1-9b-a2b","route_label":"Ultra"}],"name":"Moondream: Moondream 3.1","price":{"in":0.6,"in_label":null,"out":5.0,"out_label":null,"sort_in":0.6,"sort_out":5.0,"varies":false},"public_id":"moondream/moondream3.1-9b-a2b","short":"Moondream 3.1 berfokus pada pengaitan jawaban secara tepat dengan objek adegan; Ailoot API menyediakan pekerjaan teks."}