Instructions to use Trelis/multi-qa-MiniLM-L6-cos-v1-ft-pairs-2-cos-epoch-s20 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use Trelis/multi-qa-MiniLM-L6-cos-v1-ft-pairs-2-cos-epoch-s20 with sentence-transformers:

from sentence_transformers import SentenceTransformer

model = SentenceTransformer("Trelis/multi-qa-MiniLM-L6-cos-v1-ft-pairs-2-cos-epoch-s20")

sentences = [
    "How long is the initial period of extra time in the drop-off procedure?",
    "required in drawn matches, the following drop - off procedure is used to determine a winner. 24. 1. 1 each team will reduce their on - field team to four ( 4 ) players and within 60 seconds take up a position to restart play from the halfway line, defending the same end of the field as at the end of play. 24. 1. 2 the drop - off commences with a tap from the centre of the halfway line by the team that did not commence the match with possession. 24. 1. 3 the drop - off will commence with a two ( 2 ) minute period of extra time. 24. 1. 4 should a team be leading at the expiration of the two ( 2 ) minute period of extra time then that team will be declared the winner and match complete. 24. 1. 5 should neither team be leading at the expiration of two ( 2 ) minutes, a signal is given and the match will pause at the next touch or dead ball. each team will then remove another player from the field of play. 24. 1. 6 the match will recommence immediately after the players have left the field at the same place where it paused ( i. e. the team retains possession at the",
    "made but must be included in relevant competition, event or tournament conditions 1. 2 line markings should be 4cm in width but must be no less than 2. 5cm. line markings are to be laid out as shown in appendix 1 - the field of play. sidelines extend seven ( 7 ) metres beyond the try lines to join the dead ball lines and define the in - goal areas which measure fifty ( 50 ) metres wide by seven ( 7 ) metres in length. 1. 3 the interchange areas are located no closer than one ( 1 ) metre from each sideline. 1. 4 suitably sized markers, cones or corner posts of a distinguishing colour and made from safe and pliable material should be positioned at the intersections of the sideline and halfway line and the sideline and the try line. 1. 4. 1 markers, cones or corner posts placed on the junction of the sideline and try line are deemed to be in the field of play. 1. 4. 2 all other markers or cones are deemed to be out of the field of play. 1. 5 the standard playing surface is grass. other surfaces including synthetic grass may be used but shall be subject to nta approved standards. 1. 6 the field of play",
    "required in drawn matches, the following drop - off procedure is used to determine a winner. 24. 1. 1 each team will reduce their on - field team to four ( 4 ) players and within 60 seconds take up a position to restart play from the halfway line, defending the same end of the field as at the end of play. 24. 1. 2 the drop - off commences with a tap from the centre of the halfway line by the team that did not commence the match with possession. 24. 1. 3 the drop - off will commence with a two ( 2 ) minute period of extra time. 24. 1. 4 should a team be leading at the expiration of the two ( 2 ) minute period of extra time then that team will be declared the winner and match complete. 24. 1. 5 should neither team be leading at the expiration of two ( 2 ) minutes, a signal is given and the match will pause at the next touch or dead ball. each team will then remove another player from the field of play. 24. 1. 6 the match will recommence immediately after the players have left the field at the same place where it paused ( i. e. the team retains possession at the"
]
embeddings = model.encode(sentences)

similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4]

Notebooks
Google Colab
Kaggle

RonanMcGovern commited on Jul 2, 2024

Commit

14757db

verified ·

0 Parent(s):

initial commit

Browse files

Files changed (1) hide show

.gitattributes +35 -0

.gitattributes ADDED Viewed

	@@ -0,0 +1,35 @@

+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text