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snowflake-arctic-embed-m-v1.5
by Snowflake · source Hugging Face · updated 2025-04-24
apache-2.0112 MB~1 GB RAMsource aliveunlabeled
embedding model by Snowflake, gguf files on Hugging Face.
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Source and license
- Source: https://huggingface.co/Snowflake/snowflake-arctic-embed-m-v1.5
- License: apache-2.0
- Requirements: about 1 GB of RAM, 112 MB on disk (estimate: suggested file size × 1.15 + 0.5 GB; a real measurement comes with lsh models). Runs with llama.cpp.
- Tags:
sentence-transformersonnxsafetensorsggufbertfeature-extractionsentence-similaritymtebarcticsnowflake-arctic-embedtransformers.jsmodel-indextext-embeddings-inferenceendpoints_compatible
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
Numbers as of 2026-10-02 20:53 UTC, from the source API.
Summary
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Files
| file | quant | size |
|---|---|---|
gguf/snowflake-arctic-embed-m-v1.5-bf16.gguf | BF16 | 209 MB |
gguf/snowflake-arctic-embed-m-v1.5-f16.gguf | F16 | 209 MB |
gguf/snowflake-arctic-embed-m-v1.5-f32.gguf | F32 | 416 MB |
gguf/snowflake-arctic-embed-m-v1.5-q8_0.gguf | Q8_0 | 112 MB |
gguf/snowflake-arctic-embed-m-v1.5-tq1_0.gguf | TQ1_0 | 64 MB |
gguf/snowflake-arctic-embed-m-v1.5-tq2_0.gguf | TQ2_0 | 68 MB |
model.safetensors | 415 MB | |
onnx/model.onnx | 416 MB | |
onnx/model_bnb4.onnx | 137 MB | |
onnx/model_fp16.onnx | 208 MB | |
onnx/model_int8.onnx | 105 MB | |
onnx/model_q4.onnx | 142 MB | |
onnx/model_quantized.onnx | 105 MB | |
onnx/model_uint8.onnx | 105 MB |
From the source README
---
pipeline_tag: sentence-similarity
tags:
- sentence-transformers
- feature-extraction
- sentence-similarity
- mteb
- arctic
- snowflake-arctic-embed
- transformers.js
license: apache-2.0
model-index:
- name: snowflake-arctic-embed-m-v1.5
results:
- dataset:
config: default
name: MTEB ArguAna
revision: c22ab2a51041ffd869aaddef7af8d8215647e41a
split: test
type: mteb/arguana
metrics:
- type: main_score
value: 59.53000000000001
- type: map_at_1
value: 34.282000000000004
- type: map_at_10
value: 50.613
- type: map_at_100
value: 51.269
- type: map_at_1000
value: 51.271
- type: map_at_20
value: 51.158
- type: map_at_3
value: 45.626
- type: map_at_5
value: 48.638
- type: mrr_at_1
value: 34.92176386913229
- type: mrr_at_10
value: 50.856081645555406
- type: mrr_at_100
value: 51.510739437069034
- type: mrr_at_1000
value: 51.51299498830165
- type: mrr_at_20
value: 51.39987941081724
- type: mrr_at_3
value: 45.993361782835514
- type: mrr_at_5
value: 48.88098624940742
- type: nauc_map_at_1000_diff1
value: 10.628675774160785
- type: nauc_map_at_1000_max
value: -10.11742589992339
- type: nauc_map_at_1000_std
value: -18.29277379812427
- type: nauc_map_at_100_diff1
value: 10.63250240035489
- type: nauc_map_at_100_max
value: -10.112078786734363
- type: nauc_map_at_100_std
value: -18.288524872706834
- type: nauc_map_at_10_diff1
value: 10.476494913081712
- type: nauc_map_at_10_max
value: -9.890937746734037
- type: nauc_map_at_10_std
value: -18.279750514750443
- type: nauc_map_at_1_diff1
value: 14.549204048461151
- type: nauc_map_at_1_max
value: -12.230560087701225
- type: nauc_map_at_1_std
value: -19.4699036501…
Source: https://huggingface.co/Snowflake/snowflake-arctic-embed-m-v1.5
Card id model:hf:Snowflake/snowflake-arctic-embed-m-v1.5 · collected 2026-10-02 20:53 UTC · JSON