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bge-small-en-v1.5-gguf
by ChristianAzinn · source Hugging Face · updated 2024-04-07
mit28 MB~1 GB RAMsource aliveunlabeled
More details please refer to our Github: FlagEmbedding.
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Source and license
- Source: https://huggingface.co/ChristianAzinn/bge-small-en-v1.5-gguf
- License: mit
- Requirements: about 1 GB of RAM, 28 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-transformersgguffeature-extractionsentence-similaritytransformersmtebberten
Numbers
- 1,873 downloads on Hugging Face
- 2 likes
- license mit
- 0.0 GB for bge-small-en-v1.5.Q4_K_M.gguf
- 4,402,710 npm downloads a week for @huggingface/transformers
- latest @huggingface/transformers@4.3.0
Numbers as of 2026-10-02 21:00 UTC, from the source API.
Summary
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Reviews
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Files
| file | quant | size |
|---|---|---|
bge-small-en-v1.5.Q2_K.gguf | Q2_K | 24 MB |
bge-small-en-v1.5.Q3_K_L.gguf | Q3_K_L | 26 MB |
bge-small-en-v1.5.Q3_K_M.gguf | Q3_K_M | 25 MB |
bge-small-en-v1.5.Q3_K_S.gguf | Q3_K_S | 24 MB |
bge-small-en-v1.5.Q4_0.gguf | Q4_0 | 25 MB |
bge-small-en-v1.5.Q4_K_M.gguf | Q4_K_M | 28 MB |
bge-small-en-v1.5.Q4_K_S.gguf | Q4_K_S | 27 MB |
bge-small-en-v1.5.Q5_0.gguf | Q5_0 | 28 MB |
bge-small-en-v1.5.Q5_K_M.gguf | Q5_K_M | 29 MB |
bge-small-en-v1.5.Q5_K_S.gguf | Q5_K_S | 28 MB |
bge-small-en-v1.5.Q6_K.gguf | Q6_K | 33 MB |
bge-small-en-v1.5.Q8_0.gguf | Q8_0 | 35 MB |
bge-small-en-v1.5_fp16.gguf | 64 MB | |
bge-small-en-v1.5_fp32.gguf | 127 MB |
From the source README
bge-small-en-v1.5-gguf
Model creator: BAAI
Original model: bge-small-en-v1.5
Original Description
More details please refer to our Github: FlagEmbedding.
If you are looking for a model that supports more languages, longer texts, and other retrieval methods, you can try using bge-m3.
Description
This repo contains GGUF format files for the bge-small-en-v1.5 embedding model.
These files were converted and quantized with llama.cpp PR 5500, commit 34aa045de, on a consumer RTX 4090.
This model supports up to 512 tokens of context.
Compatibility
These files are compatible with llama.cpp as of commit 4524290e8, as well as LM Studio as of version 0.2.19.
Card id model:hf:ChristianAzinn/bge-small-en-v1.5-gguf · collected 2026-10-02 21:00 UTC · JSON