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