puppyyyo / larceny-base-ICT_v3

huggingface.co
Total runs: 4
24-hour runs: 0
7-day runs: 2
30-day runs: -1
Model's Last Updated: February 26 2025

Introduction of larceny-base-ICT_v3

Model Details of larceny-base-ICT_v3

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

model_name = "puppyyyo/larceny-base-law-knowledge-v1"
devices = "cuda:0" if torch.cuda.is_available() else "cpu"

model = FlagModel(
    model_name,
    devices=devices,
    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)

# base-v1
# [[0.72338223 0.7122297 ], [0.5691198  0.78866345]]
# base-v2
# [[0.6811399  0.5206243 ], [0.50919324 0.676651  ]]
# base-v3
# [[0.6299723  0.5048096 ], [0.45474052 0.63200176]]

Runs of puppyyyo larceny-base-ICT_v3 on huggingface.co

4
Total runs
0
24-hour runs
0
3-day runs
2
7-day runs
-1
30-day runs

More Information About larceny-base-ICT_v3 huggingface.co Model

larceny-base-ICT_v3 huggingface.co

larceny-base-ICT_v3 huggingface.co is an AI model on huggingface.co that provides larceny-base-ICT_v3's model effect (), which can be used instantly with this puppyyyo larceny-base-ICT_v3 model. huggingface.co supports a free trial of the larceny-base-ICT_v3 model, and also provides paid use of the larceny-base-ICT_v3. Support call larceny-base-ICT_v3 model through api, including Node.js, Python, http.

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larceny-base-ICT_v3 install

larceny-base-ICT_v3 is an open source model from GitHub that offers a free installation service, and any user can find larceny-base-ICT_v3 on GitHub to install. At the same time, huggingface.co provides the effect of larceny-base-ICT_v3 install, users can directly use larceny-base-ICT_v3 installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

larceny-base-ICT_v3 install url in huggingface.co:

https://huggingface.co/puppyyyo/larceny-base-ICT_v3

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