AdrienB134 / ColBERTv2.0-mmarcoFR

huggingface.co
Total runs: 14
24-hour runs: 0
7-day runs: 3
30-day runs: 12
Model's Last Updated: April 18 2024

Introduction of ColBERTv2.0-mmarcoFR

Model Details of ColBERTv2.0-mmarcoFR

Training
Details

The model is initialized from the ColBERTv1.0-bert-based-spanish-mmarcoES checkpoint and trained using the ColBERTv2 style of training.
It was trained on 1 Tesla L4 GPU with 24GBs of memory with 20k warmup steps warmup using a batch size of 64 and the AdamW optimizer with a constant learning rate of 1e-05. Total training time was around 80 hours.

Data

The model is fine-tuned on the French version of the mMARCO dataset, a multi-lingual machine-translated version of the MS MARCO dataset.

Evaluation

The model is evaluated on the smaller development set of mMARCO-fr, which consists of 6,980 queries for a corpus of 8.8M candidate passages. We report the mean reciprocal rank (MRR) and recall at various cut-offs (R@k).

model Vocab. #Param. Size MRR@10 R@50 R@200
ColBERTv2.0-mmarcoFR french 110M 440MB 32.76 76.93 81.74

Runs of AdrienB134 ColBERTv2.0-mmarcoFR on huggingface.co

14
Total runs
0
24-hour runs
2
3-day runs
3
7-day runs
12
30-day runs

More Information About ColBERTv2.0-mmarcoFR huggingface.co Model

More ColBERTv2.0-mmarcoFR license Visit here:

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ColBERTv2.0-mmarcoFR huggingface.co

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ColBERTv2.0-mmarcoFR huggingface.co Url

https://huggingface.co/AdrienB134/ColBERTv2.0-mmarcoFR

AdrienB134 ColBERTv2.0-mmarcoFR online free

ColBERTv2.0-mmarcoFR huggingface.co is an online trial and call api platform, which integrates ColBERTv2.0-mmarcoFR's modeling effects, including api services, and provides a free online trial of ColBERTv2.0-mmarcoFR, you can try ColBERTv2.0-mmarcoFR online for free by clicking the link below.

AdrienB134 ColBERTv2.0-mmarcoFR online free url in huggingface.co:

https://huggingface.co/AdrienB134/ColBERTv2.0-mmarcoFR

ColBERTv2.0-mmarcoFR install

ColBERTv2.0-mmarcoFR is an open source model from GitHub that offers a free installation service, and any user can find ColBERTv2.0-mmarcoFR on GitHub to install. At the same time, huggingface.co provides the effect of ColBERTv2.0-mmarcoFR install, users can directly use ColBERTv2.0-mmarcoFR installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

ColBERTv2.0-mmarcoFR install url in huggingface.co:

https://huggingface.co/AdrienB134/ColBERTv2.0-mmarcoFR

Url of ColBERTv2.0-mmarcoFR

ColBERTv2.0-mmarcoFR huggingface.co Url

Provider of ColBERTv2.0-mmarcoFR huggingface.co

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