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Embedding Data from ML-1M dataset (4 LLMs + Random)
- OpenAI
- Sentence Transformer
- LLama
- Gimni

Files changed (8) hide show
  1. .gitattributes +4 -0
  2. emissions.csv +6 -0
  3. ml-1m_co2_emissions_log.txt +10 -0
  4. ml_1m_8core_gemini_sample2784.csv +3 -0
  5. ml_1m_8core_llama_sample2784.csv +3 -0
  6. ml_1m_8core_openai_sample2784.csv +3 -0
  7. ml_1m_8core_random_sample2784.csv +0 -0
  8. ml_1m_8core_sentence_transformer_sample2784.csv +3 -0
.gitattributes CHANGED
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  movielens_8core_llama_sample2671.csv filter=lfs diff=lfs merge=lfs -text
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  movielens_8core_openai_sample2671.csv filter=lfs diff=lfs merge=lfs -text
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  movielens_8core_sentence_transformer_sample2671.csv filter=lfs diff=lfs merge=lfs -text
 
 
 
 
 
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  movielens_8core_llama_sample2671.csv filter=lfs diff=lfs merge=lfs -text
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  movielens_8core_openai_sample2671.csv filter=lfs diff=lfs merge=lfs -text
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  movielens_8core_sentence_transformer_sample2671.csv filter=lfs diff=lfs merge=lfs -text
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+ ml_1m_8core_gemini_sample2784.csv filter=lfs diff=lfs merge=lfs -text
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+ ml_1m_8core_llama_sample2784.csv filter=lfs diff=lfs merge=lfs -text
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+ ml_1m_8core_openai_sample2784.csv filter=lfs diff=lfs merge=lfs -text
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+ ml_1m_8core_sentence_transformer_sample2784.csv filter=lfs diff=lfs merge=lfs -text
emissions.csv ADDED
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ml-1m_co2_emissions_log.txt ADDED
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+ === Per-Method Emissions (MovieLens) ===
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+ Method: random, Time (sec): 0.35, CO2 (kg): 5.1863922801266636e-06
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+ Method: openai, Time (sec): 1159.70, CO2 (kg): 0.017910472786097045
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+ Method: sentence_transformer, Time (sec): 51.22, CO2 (kg): 0.0008278270711008604
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+ Method: llama, Time (sec): 9926.07, CO2 (kg): 0.1604703615135975
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+ Method: gemini, Time (sec): 2392.18, CO2 (kg): 0.03866255146496499
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+
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+ === TOTAL Summary ===
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+ Total time: 13529.52 sec
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+ Total CO2 : 0.2179 kg
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