Instructions to use Dalfaxy/critiscope-bertopic with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- BERTopic
How to use Dalfaxy/critiscope-bertopic with BERTopic:
from bertopic import BERTopic model = BERTopic.load("Dalfaxy/critiscope-bertopic") - Notebooks
- Google Colab
- Kaggle
Download summary.json from Dalfaxy/critiscope-bertopic: direct link, hf CLI and curl.
- Browser
- Download file 1.21 kB
-
https://huggingface.co/Dalfaxy/critiscope-bertopic/resolve/main/summary.json
- Command line
-
hf download hf://Dalfaxy/critiscope-bertopic/summary.json
-
curl -L -o summary.json https://huggingface.co/Dalfaxy/critiscope-bertopic/resolve/main/summary.json
1.21 kB
| { | |
| "tag": "multilingual-e5-large-instruct_20000_mcs100_ms1_eom_nr30", | |
| "generated_at": "2026-09-28T22:12:30+00:00", | |
| "n_docs": 19112, | |
| "n_topics": 29, | |
| "outlier_ratio_before": 0.3673, | |
| "sentiment": { | |
| "tag": "multilingual-e5-large-instruct_20000_mcs100_ms1_eom_nr30", | |
| "n_docs": 19112, | |
| "base_share_pos": 0.5070636249476769, | |
| "global_test": { | |
| "chi2": 5016.9549521400495, | |
| "dof": 28, | |
| "p_value": 0.0, | |
| "cramers_v": 0.512350344265468 | |
| }, | |
| "global_test_raw": { | |
| "chi2": 2819.1530102158513, | |
| "dof": 28, | |
| "p_value": 0.0, | |
| "cramers_v": 0.48282783315109423 | |
| }, | |
| "n_significant_neg": 5, | |
| "n_significant_pos": 16, | |
| "n_topics": 29, | |
| "robustness_raw_vs_final": { | |
| "pearson_diff": 0.9849502521111252, | |
| "spearman_diff": 0.9748768472906402, | |
| "same_direction": 1.0 | |
| } | |
| }, | |
| "labeling": { | |
| "model": "gemini-3.1-flash-lite", | |
| "n_topics": 29, | |
| "n_scored": 29, | |
| "agreement": 1.0, | |
| "exact_share": 1.0, | |
| "by_kind": { | |
| "sujet": 1.0, | |
| "ton": 1.0 | |
| }, | |
| "threshold": 0.7, | |
| "method": "approbation", | |
| "passed": true | |
| }, | |
| "app": { | |
| "min_words": 5, | |
| "n_similar": 5, | |
| "n_top_topics": 3 | |
| } | |
| } |