Modelpublic

keisuke-miyako/bge-m3-doc-r3-gguf

sourceHugging Faceupdated 3mo agoView on Hugging Face

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Model Card

bge-m3-doc-r3 (GGUF q8_0)

Fine-tuned on 4D doc document embeddings. Dataset: keisuke-miyako/doc-2026-0614

bash

./llama-embedding -m bge-m3-doc-r3-q8_0.gguf --prompt "your query"

Relevance	Min	Max	Average
`3`	`0.29`	`0.85`	`0.65`
`2`	`0.03`	`0.83`	`0.61`
`1`	`0.04`	`0.80`	`0.54`
`0`	`-0.11`	`0.63`	`0.20`

Threshold	Positive	Negative	Gap
0.54	`0.96`	`0.33`	`0.62`
0.55	`0.94`	`0.31`	`0.63`
0.56	`0.92`	`0.27`	`0.64`
0.57	`0.90`	`0.24`	`0.65`
0.58	`0.88`	`0.22`	`0.65`
0.59	`0.85`	`0.18`	`0.67`	<====gap peak!!
0.55	`0.94`	`0.31`	`0.63`
0.60	`0.80`	`0.15`	`0.65`
0.61	`0.73`	`0.12`	`0.60`