puppyyyo / larceny-m3-ICT_v1

huggingface.co
Total runs: 11
24-hour runs: 0
7-day runs: 6
30-day runs: 7
Model's Last Updated: February 26 2025

Introduction of larceny-m3-ICT_v1

Model Details of larceny-m3-ICT_v1

Uasge
pip install -U FlagEmbedding
Generate embedding for text (only Dense)
from FlagEmbedding import FlagModel

model_name = "puppyyyo/larceny-m3-law-knowledge-v1"

model = FlagModel(
    model_name,
    use_fp16=False
    )

sentences_1 = ["What is BGE M3?", "Defination of BM25"]
sentences_2 = ["BGE M3 is an embedding model supporting dense retrieval, lexical matching and multi-vector interaction.", 
               "BM25 is a bag-of-words retrieval function that ranks a set of documents based on the query terms appearing in each document"]

embeddings_1 = model.encode(sentences_1)
embeddings_2 = model.encode(sentences_2)
similarity = embeddings_1 @ embeddings_2.T
print(similarity)

# m3-v1
# [[0.64422363 0.41711098], [0.5521891  0.75232375]]
# m3-v2
# [[0.5995765  0.26392284], [0.27698418 0.6981832 ]]
# m3-v3
# [[0.5663224  0.24284379], [0.26776457 0.68114114]]

Runs of puppyyyo larceny-m3-ICT_v1 on huggingface.co

11
Total runs
0
24-hour runs
0
3-day runs
6
7-day runs
7
30-day runs

More Information About larceny-m3-ICT_v1 huggingface.co Model

larceny-m3-ICT_v1 huggingface.co

larceny-m3-ICT_v1 huggingface.co is an AI model on huggingface.co that provides larceny-m3-ICT_v1's model effect (), which can be used instantly with this puppyyyo larceny-m3-ICT_v1 model. huggingface.co supports a free trial of the larceny-m3-ICT_v1 model, and also provides paid use of the larceny-m3-ICT_v1. Support call larceny-m3-ICT_v1 model through api, including Node.js, Python, http.

larceny-m3-ICT_v1 huggingface.co Url

https://huggingface.co/puppyyyo/larceny-m3-ICT_v1

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larceny-m3-ICT_v1 huggingface.co is an online trial and call api platform, which integrates larceny-m3-ICT_v1's modeling effects, including api services, and provides a free online trial of larceny-m3-ICT_v1, you can try larceny-m3-ICT_v1 online for free by clicking the link below.

puppyyyo larceny-m3-ICT_v1 online free url in huggingface.co:

https://huggingface.co/puppyyyo/larceny-m3-ICT_v1

larceny-m3-ICT_v1 install

larceny-m3-ICT_v1 is an open source model from GitHub that offers a free installation service, and any user can find larceny-m3-ICT_v1 on GitHub to install. At the same time, huggingface.co provides the effect of larceny-m3-ICT_v1 install, users can directly use larceny-m3-ICT_v1 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

larceny-m3-ICT_v1 install url in huggingface.co:

https://huggingface.co/puppyyyo/larceny-m3-ICT_v1

Url of larceny-m3-ICT_v1

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