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ileoro-exp10-embeddinggemma-300m-full-h100 – AI Model by davidsmandrade | AlphaNeural AI
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vertex_embedding_ft_embeddinggemma-300m_fine_tuned
Objetivo
Vertex embedding FT evaluation for google/embeddinggemma-300m
Entradas
corpus_path: /content/code-v2/data/processed/exp10_ir_ft/local_macbook_v1/corpus_passages.jsonl
queries_path: /content/code-v2/data/processed/exp10_ir_ft/local_macbook_v1/queries.jsonl
train_triplets_path: /content/code-v2/data/processed/exp10_ir_ft/local_macbook_v1/train_triplets.jsonl
qrels_dev_path: /content/code-v2/data/processed/exp10_ir_ft/local_macbook_v1/qrels_dev.tsv
qrels_test_path: /content/code-v2/data/processed/exp10_ir_ft/local_macbook_v1/qrels_test.tsv
model_name: google/embeddinggemma-300m
Saidas
per_query: /content/code-v2/artifacts/colab_embedding_ft/full-h100/embeddinggemma-300m/fine_tuned/per_query_results.parquet
summary: /content/code-v2/artifacts/colab_embedding_ft/full-h100/embeddinggemma-300m/fine_tuned/summary.csv
metrics: /content/code-v2/artifacts/colab_embedding_ft/full-h100/embeddinggemma-300m/fine_tuned/metrics.json
hf_url: not uploaded
Resultados
fine_tuned: MRR=0.3513, S@1=0.3167, nDCG@10=0.3633
Limitacoes
Upload para Hugging Face nao executado nesta corrida.
O indice usa faiss quando disponivel; caso contrario, faz busca densa por matriz normalizada.
Subgrupos exportados em tables/subgroup_persona_label.csv e .tex.
Subgrupos exportados em tables/subgroup_book_name.csv e .tex.
Subgrupos exportados em tables/subgroup_overlap_bucket.csv e .tex.
