AdrienB134 / ColBERTv2.0-spanish-mmarcoES

huggingface.co
Total runs: 23
24-hour runs: -1
7-day runs: 0
30-day runs: 4
Model's Last Updated: February 27 2024

Introduction of ColBERTv2.0-spanish-mmarcoES

Model Details of ColBERTv2.0-spanish-mmarcoES

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 2 Tesla T4 GPU with 16GBs of memory each 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 60 hours.

Data

The model is fine-tuned on the Spanish 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-es, 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@1000
ColBERTv2.0-spanish-mmarcoES spanish 110M 440MB 32.86 76.46 81.06
ColBERTv1.0-bert-based-spanish-mmarcoES spanish 110M 440MB 24.70 59,23 63.86

Runs of AdrienB134 ColBERTv2.0-spanish-mmarcoES on huggingface.co

23
Total runs
-1
24-hour runs
-2
3-day runs
0
7-day runs
4
30-day runs

More Information About ColBERTv2.0-spanish-mmarcoES huggingface.co Model

More ColBERTv2.0-spanish-mmarcoES license Visit here:

https://choosealicense.com/licenses/mit

ColBERTv2.0-spanish-mmarcoES huggingface.co

ColBERTv2.0-spanish-mmarcoES huggingface.co is an AI model on huggingface.co that provides ColBERTv2.0-spanish-mmarcoES's model effect (), which can be used instantly with this AdrienB134 ColBERTv2.0-spanish-mmarcoES model. huggingface.co supports a free trial of the ColBERTv2.0-spanish-mmarcoES model, and also provides paid use of the ColBERTv2.0-spanish-mmarcoES. Support call ColBERTv2.0-spanish-mmarcoES model through api, including Node.js, Python, http.

ColBERTv2.0-spanish-mmarcoES huggingface.co Url

https://huggingface.co/AdrienB134/ColBERTv2.0-spanish-mmarcoES

AdrienB134 ColBERTv2.0-spanish-mmarcoES online free

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

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

https://huggingface.co/AdrienB134/ColBERTv2.0-spanish-mmarcoES

ColBERTv2.0-spanish-mmarcoES install

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

ColBERTv2.0-spanish-mmarcoES install url in huggingface.co:

https://huggingface.co/AdrienB134/ColBERTv2.0-spanish-mmarcoES

Url of ColBERTv2.0-spanish-mmarcoES

ColBERTv2.0-spanish-mmarcoES huggingface.co Url

Provider of ColBERTv2.0-spanish-mmarcoES huggingface.co

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