assistance-engine/research/embeddings/embedding_eval_results
izapata 4deda83a8e Add BEIR analysis notebooks and evaluation pipeline for embedding models
- Created `n00 Beir Analysis_cosqa.ipynb` for analyzing CoSQA dataset with BEIR.
- Created `n00 first Analysis.ipynb` for initial analysis using Ragas and Ollama embeddings.
- Implemented `evaluate_embeddings_pipeline.py` to evaluate embedding models across CodexGlue, CoSQA, and SciFact benchmarks.
- Added adapters for Ollama and HuggingFace embeddings to ensure compatibility with BEIR.
- Included functions to load datasets and evaluate models with detailed metrics.
2026-03-26 16:53:20 +01:00
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beir_CodeXGlue_results.json Add BEIR analysis notebooks for different datasets and models 2026-03-19 16:27:25 +01:00
beir_Scifact_results.json Add BEIR analysis notebooks for different datasets and models 2026-03-19 16:27:25 +01:00
beir_cosqa_results.json Add BEIR analysis notebooks for different datasets and models 2026-03-19 16:27:25 +01:00
emb_models_results.json Add BEIR analysis notebooks and evaluation pipeline for embedding models 2026-03-26 16:53:20 +01:00