EmbeddingGemma-2-GGUF / reproducibility /embedding-evaluation.tsv
ngquocvinh's picture
Update EmbeddingGemma evaluation checkpoint and measurement table
8e83fab verified
Raw History Blame Contribute Delete
2.63 kB
file size_gb pairs spearman_human pearson_human mean_embedding_cosine_vs_bf16 p05_embedding_cosine_vs_bf16 status
BF16 reference 0.557950 1379 0.875414 0.865994 1.000000 1.000000 REFERENCE
EmbeddingGemma-2-Q8_0.gguf 0.309856 1379 0.875125 0.865776 0.999930 0.999903 EVALUATED_VALID_OUTPUT
EmbeddingGemma-2-Q6_K.gguf 0.245765 1379 0.874311 0.864975 0.999548 0.999373 EVALUATED_VALID_OUTPUT
EmbeddingGemma-2-Q5_K_M.gguf 0.212759 1379 0.874081 0.864863 0.999190 0.998841 EVALUATED_VALID_OUTPUT
EmbeddingGemma-2-Q5_K_S.gguf 0.210670 1379 0.874892 0.865614 0.999104 0.998727 EVALUATED_VALID_OUTPUT
EmbeddingGemma-2-Q4_K_M.gguf 0.181695 1379 0.872686 0.864659 0.997824 0.996776 EVALUATED_VALID_OUTPUT
EmbeddingGemma-2-Q4_K_S.gguf 0.178164 1379 0.873112 0.864908 0.997379 0.996201 EVALUATED_VALID_OUTPUT
EmbeddingGemma-2-IQ4_NL.gguf 0.177640 1379 0.871242 0.862865 0.996884 0.995270 EVALUATED_VALID_OUTPUT
EmbeddingGemma-2-IQ4_XS.gguf 0.169383 1379 0.871200 0.863202 0.996687 0.994900 EVALUATED_VALID_OUTPUT
EmbeddingGemma-2-Q3_K_L.gguf 0.154440 1379 0.869874 0.860846 0.993184 0.989422 EVALUATED_VALID_OUTPUT
EmbeddingGemma-2-Q3_K_M.gguf 0.148870 1379 0.869604 0.860705 0.992364 0.988323 EVALUATED_VALID_OUTPUT
EmbeddingGemma-2-IQ3_M.gguf 0.145749 1379 0.870880 0.862364 0.992638 0.988771 EVALUATED_VALID_OUTPUT
EmbeddingGemma-2-Q3_K_S.gguf 0.142546 1379 0.866108 0.853203 0.987335 0.981859 EVALUATED_VALID_OUTPUT
EmbeddingGemma-2-IQ3_S.gguf 0.142546 1379 0.870980 0.863233 0.990906 0.986058 EVALUATED_VALID_OUTPUT
EmbeddingGemma-2-IQ3_XS.gguf 0.139793 1379 0.867124 0.859804 0.989128 0.983518 EVALUATED_VALID_OUTPUT
EmbeddingGemma-2-IQ3_XXS.gguf 0.135776 1379 0.862974 0.858534 0.983963 0.976505 EVALUATED_VALID_OUTPUT
EmbeddingGemma-2-IQ2_M.gguf 0.130910 1379 0.862532 0.861373 0.971570 0.960803 EVALUATED_VALID_OUTPUT
EmbeddingGemma-2-IQ2_S.gguf 0.127600 1379 0.856632 0.851405 0.963077 0.949864 EVALUATED_VALID_OUTPUT
EmbeddingGemma-2-Q2_K.gguf 0.120394 1379 0.856144 0.854341 0.972891 0.960440 EVALUATED_VALID_OUTPUT
EmbeddingGemma-2-Q2_K_S.gguf 0.116446 1379 0.843346 0.843931 0.962411 0.948042 EVALUATED_VALID_OUTPUT
EmbeddingGemma-2-IQ2_XS.gguf 0.110946 1379 0.846829 0.838447 0.944608 0.927359 EVALUATED_VALID_OUTPUT
EmbeddingGemma-2-IQ2_XXS.gguf 0.107178 1379 0.834294 0.827123 0.919032 0.899266 EVALUATED_VALID_OUTPUT
EmbeddingGemma-2-IQ1_M.gguf 0.103041 1379 0.797642 0.801111 0.819494 0.778721 EVALUATED_VALID_OUTPUT
EmbeddingGemma-2-IQ1_S.gguf 0.100558 1379 0.761951 0.772373 0.768243 0.728349 EVALUATED_VALID_OUTPUT
EmbeddingGemma-2-Q1_0.gguf 0.066163 1379 0.061457 0.062574 0.513763 0.425907 EVALUATED_VALID_OUTPUT