{"v":1,"id":"model:hf:Snowflake/snowflake-arctic-embed-m-v1.5","slug":"model-snowflake-snowflake-arctic-embed-m-v1-5","kind":"model","category":"embedding","title":"snowflake-arctic-embed-m-v1.5","summary":"embedding model by Snowflake, gguf files on Hugging Face.","source":{"provider":"hf","ref":"Snowflake/snowflake-arctic-embed-m-v1.5","url":"https://huggingface.co/Snowflake/snowflake-arctic-embed-m-v1.5","rev":"e58a8f756156a1293d763f17e3aae643474e9b8a","fetchedAt":"2026-10-02T20:53:23.210Z","etag":"W/\"94a5d-/Oj0EeqjTPjnlcrppjEF33rmNhY\""},"author":{"name":"Snowflake","url":"https://huggingface.co/Snowflake"},"license":{"spdx":"apache-2.0","raw":"apache-2.0","open":true},"metrics":{"downloads":176076,"downloadsWeek":327838,"likes":73,"stars":130156,"openIssues":2528,"lastRelease":{"tag":"v0.5.0","at":"2026-09-23T20:50:06Z"},"pushedAt":"2026-10-02T20:17:08Z","takenAt":"2026-10-02T20:53:23.210Z"},"tags":["sentence-transformers","onnx","safetensors","gguf","bert","feature-extraction","sentence-similarity","mteb","arctic","snowflake-arctic-embed","transformers.js","model-index","text-embeddings-inference","endpoints_compatible"],"pipeline":"sentence-similarity","links":{"github":"ggml-org/llama.cpp","npm":"node-llama-cpp"},"updatedAt":"2025-04-24T17:36:32.000Z","collectedAt":"2026-10-02T20:53:23.210Z","review":{"numbers":["176,076 downloads on Hugging Face","73 likes","license apache-2.0","0.1 GB for gguf/snowflake-arctic-embed-m-v1.5-q8_0.gguf","130,156 stars on ggml-org/llama.cpp","2,528 open issues and PRs","last release v0.5.0 on 2026-09-23","327,838 npm downloads a week for node-llama-cpp","latest node-llama-cpp@3.22.1"],"log":null},"trust":"unlabeled","health":{"status":"alive","checkedAt":"2026-10-02T20:53:23.210Z","http":200},"description":"---\npipeline_tag: sentence-similarity\ntags:\n- sentence-transformers\n- feature-extraction\n- sentence-similarity\n- mteb\n- arctic\n- snowflake-arctic-embed\n- transformers.js\nlicense: apache-2.0\nmodel-index:\n- name: snowflake-arctic-embed-m-v1.5\n  results:\n  - dataset:\n      config: default\n      name: MTEB ArguAna\n      revision: c22ab2a51041ffd869aaddef7af8d8215647e41a\n      split: test\n      type: mteb/arguana\n    metrics:\n    - type: main_score\n      value: 59.53000000000001\n    - type: map_at_1\n      value: 34.282000000000004\n    - type: map_at_10\n      value: 50.613\n    - type: map_at_100\n      value: 51.269\n    - type: map_at_1000\n      value: 51.271\n    - type: map_at_20\n      value: 51.158\n    - type: map_at_3\n      value: 45.626\n    - type: map_at_5\n      value: 48.638\n    - type: mrr_at_1\n      value: 34.92176386913229\n    - type: mrr_at_10\n      value: 50.856081645555406\n    - type: mrr_at_100\n      value: 51.510739437069034\n    - type: mrr_at_1000\n      value: 51.51299498830165\n    - type: mrr_at_20\n      value: 51.39987941081724\n    - type: mrr_at_3\n      value: 45.993361782835514\n    - type: mrr_at_5\n      value: 48.88098624940742\n    - type: nauc_map_at_1000_diff1\n      value: 10.628675774160785\n    - type: nauc_map_at_1000_max\n      value: -10.11742589992339\n    - type: nauc_map_at_1000_std\n      value: -18.29277379812427\n    - type: nauc_map_at_100_diff1\n      value: 10.63250240035489\n    - type: nauc_map_at_100_max\n      value: -10.112078786734363\n    - type: nauc_map_at_100_std\n      value: -18.288524872706834\n    - type: nauc_map_at_10_diff1\n      value: 10.476494913081712\n    - type: nauc_map_at_10_max\n      value: -9.890937746734037\n    - type: nauc_map_at_10_std\n      value: -18.279750514750443\n    - type: nauc_map_at_1_diff1\n      value: 14.549204048461151\n    - type: nauc_map_at_1_max\n      value: -12.230560087701225\n    - type: nauc_map_at_1_std\n      value: -19.4699036501…\n\nSource: https://huggingface.co/Snowflake/snowflake-arctic-embed-m-v1.5","install":{"kind":"model","hfId":"Snowflake/snowflake-arctic-embed-m-v1.5","gated":false,"format":"gguf","files":[{"name":"gguf/snowflake-arctic-embed-m-v1.5-bf16.gguf","size":219454752,"quant":"BF16","sha256":"4bb111bcd8872733e46211deecd7066a34b23251e6262a86d568cf40dc61dc60"},{"name":"gguf/snowflake-arctic-embed-m-v1.5-f16.gguf","size":219454752,"quant":"F16","sha256":"e718db059f247935c3292fced48b0ca9af541a955b4a2715b222a3247489c82f"},{"name":"gguf/snowflake-arctic-embed-m-v1.5-f32.gguf","size":436205856,"quant":"F32","sha256":"3990712817c987c2fa4d4d0899cd6e6804711c2896aedc36640eb2334b14121d"},{"name":"gguf/snowflake-arctic-embed-m-v1.5-q8_0.gguf","size":117852672,"quant":"Q8_0","sha256":"fcde2aca1b24d80ffe79b875f266782ec6bda35131fda44801801e8b5b671967"},{"name":"gguf/snowflake-arctic-embed-m-v1.5-tq1_0.gguf","size":67501344,"quant":"TQ1_0","sha256":"045994fbf424fbbdcc1291da18077aa139ec2129c00fdb11a9a144f5162bff9b"},{"name":"gguf/snowflake-arctic-embed-m-v1.5-tq2_0.gguf","size":71482656,"quant":"TQ2_0","sha256":"e7e84e7ede3c8928d54f72989681409b020302eb28d838517a44fb52cea87e03"},{"name":"model.safetensors","size":435588776,"sha256":"463d27a3e88a748997316367c419bbdab4d809300a5f24b9b19ba9b2dc08ffdd"},{"name":"onnx/model.onnx","size":435939137,"sha256":"bc6f7662487a0796e6f86229c8e5c3ab2f7059e08e0bb2f524125273f72171c4"},{"name":"onnx/model_bnb4.onnx","size":143987459,"sha256":"79b1f64552e94478e3e65065a74a8f23218aac91ac99bacf3149064614724ea7"},{"name":"onnx/model_fp16.onnx","size":218155826,"sha256":"8384cc8a480d60ade695631ced7b015b3f21d959a8ad3cdffd189a4005408c98"},{"name":"onnx/model_int8.onnx","size":110145162,"sha256":"a18f437b2466863901a0bdc14904cf93246f5ecce0b656fc773bc2b7b2f84f6e"},{"name":"onnx/model_q4.onnx","size":149295347,"sha256":"ac0c7abfe181b9808ed80d3d04c918e38e146523b4b79fee54a32e7a7635754f"},{"name":"onnx/model_quantized.onnx","size":110145162,"sha256":"a18f437b2466863901a0bdc14904cf93246f5ecce0b656fc773bc2b7b2f84f6e"},{"name":"onnx/model_uint8.onnx","size":110145162,"sha256":"4e196a38f9f98da5b5990f16b835eb0c79b388592cf324f5b21c62059111ebdb"}],"totalBytes":2845354063,"suggestedFile":"gguf/snowflake-arctic-embed-m-v1.5-q8_0.gguf","requirements":{"ramGb":1,"diskBytes":117852672,"note":"estimate: suggested file size × 1.15 + 0.5 GB; a real measurement comes with lsh models"},"runWith":["llama.cpp"],"command":"lsh models install hf:Snowflake/snowflake-arctic-embed-m-v1.5"}}