{"v":1,"id":"model:hf:ggml-org/bge-small-en-v1.5-Q8_0-GGUF","slug":"model-ggml-org-bge-small-en-v1-5-q8-0-gguf","kind":"model","category":"embedding","title":"bge-small-en-v1.5-Q8_0-GGUF","summary":"embedding model by ggml-org, gguf files on Hugging Face.","source":{"provider":"hf","ref":"ggml-org/bge-small-en-v1.5-Q8_0-GGUF","url":"https://huggingface.co/ggml-org/bge-small-en-v1.5-Q8_0-GGUF","rev":"f2068edd9b54f2a369549ccc71f70ed273a2a801","fetchedAt":"2026-10-02T21:00:26.539Z","etag":"W/\"229b1-VCcIkrYxZtfVBsXsyQyo51xF39g\""},"author":{"name":"ggml-org","url":"https://huggingface.co/ggml-org"},"license":{"spdx":"mit","raw":"mit","open":true},"metrics":{"downloads":1688,"downloadsWeek":4402710,"likes":6,"takenAt":"2026-10-02T21:00:26.539Z"},"tags":["sentence-transformers","gguf","feature-extraction","sentence-similarity","transformers","mteb","llama-cpp","gguf-my-repo","en","model-index","endpoints_compatible"],"pipeline":"feature-extraction","links":{"github":"FlagOpen/FlagEmbedding","npm":"@huggingface/transformers"},"updatedAt":"2025-02-06T09:40:16.000Z","collectedAt":"2026-10-02T21:00:26.539Z","review":{"numbers":["1,688 downloads on Hugging Face","6 likes","license mit","0.0 GB for bge-small-en-v1.5-q8_0.gguf","4,402,710 npm downloads a week for @huggingface/transformers","latest @huggingface/transformers@4.3.0"],"log":null},"trust":"unlabeled","health":{"status":"alive","checkedAt":"2026-10-02T21:00:26.539Z","http":200},"description":"---\ntags:\n- sentence-transformers\n- feature-extraction\n- sentence-similarity\n- transformers\n- mteb\n- llama-cpp\n- gguf-my-repo\nlicense: mit\nlanguage:\n- en\nbase_model: BAAI/bge-small-en-v1.5\nmodel-index:\n- name: bge-small-en-v1.5\n  results:\n  - task:\n      type: Classification\n    dataset:\n      name: MTEB AmazonCounterfactualClassification (en)\n      type: mteb/amazon_counterfactual\n      config: en\n      split: test\n      revision: e8379541af4e31359cca9fbcf4b00f2671dba205\n    metrics:\n    - type: accuracy\n      value: 73.79104477611939\n    - type: ap\n      value: 37.21923821573361\n    - type: f1\n      value: 68.0914945617093\n  - task:\n      type: Classification\n    dataset:\n      name: MTEB AmazonPolarityClassification\n      type: mteb/amazon_polarity\n      config: default\n      split: test\n      revision: e2d317d38cd51312af73b3d32a06d1a08b442046\n    metrics:\n    - type: accuracy\n      value: 92.75377499999999\n    - type: ap\n      value: 89.46766124546022\n    - type: f1\n      value: 92.73884001331487\n  - task:\n      type: Classification\n    dataset:\n      name: MTEB AmazonReviewsClassification (en)\n      type: mteb/amazon_reviews_multi\n      config: en\n      split: test\n      revision: 1399c76144fd37290681b995c656ef9b2e06e26d\n    metrics:\n    - type: accuracy\n      value: 46.986\n    - type: f1\n      value: 46.55936786727896\n  - task:\n      type: Retrieval\n    dataset:\n      name: MTEB ArguAna\n      type: arguana\n      config: default\n      split: test\n      revision: None\n    metrics:\n    - type: map_at_1\n      value: 35.846000000000004\n    - type: map_at_10\n      value: 51.388\n    - type: map_at_100\n      value: 52.132999999999996\n    - type: map_at_1000\n      value: 52.141000000000005\n    - type: map_at_3\n      value: 47.037\n    - type: map_at_5\n      value: 49.579\n    - type: mrr_at_1\n      value: 36.558\n    - type: mrr_at_10\n      value: 51.658\n    - type: mrr_at_100\n      value: 52.402\n    -…\n\nSource: https://huggingface.co/ggml-org/bge-small-en-v1.5-Q8_0-GGUF","install":{"kind":"model","hfId":"ggml-org/bge-small-en-v1.5-Q8_0-GGUF","gated":false,"format":"gguf","files":[{"name":"bge-small-en-v1.5-q8_0.gguf","size":36685152,"quant":"Q8_0","sha256":"f046db1dc724cf4f6f0a0c5917e922823b73eb1d27b8f9a9c2797f7866974804"}],"totalBytes":36685152,"suggestedFile":"bge-small-en-v1.5-q8_0.gguf","requirements":{"ramGb":1,"diskBytes":36685152,"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:ggml-org/bge-small-en-v1.5-Q8_0-GGUF"}}