Datasets:

PhotonTJ
/

gemma_2b_outputs

run_name stringclasses 2 values	emissions_kgco2eq float64 0.42 0.44	kgco2e float64 0.42 0.44	energy_consumed_kwh float64 1.13 1.19	kgco2_per_kwh float64 0.37 0.37	duration_s float64 6.37k 6.68k	country_iso_code stringclasses 1 value	use_kv_cache bool 1 class	kv_cache_expected_energy_reduction float64 0.16 0.16	squad_f1 float64 0.51 0.51	stage stringclasses 1 value
ce_baseline	0.417926	0.417926	1.131141	0.369473	6,374.022255	USA	false	0.1636	0.509286	training
joint_lambda_0.01	0.438793	0.438793	1.187617	0.369473	6,679.343082	USA	false	0.1636	0.511222	training

Gemma 2B Green LLM Experiment Outputs

This dataset repository contains experiment artifacts for Gemma 2B green-LLM runs, including LoRA adapter checkpoints, metrics, predictions, carbon logs, and figures.

checkpoints/: LoRA adapter checkpoints for CE baseline and joint-loss variants.
metrics/: training histories, SQuAD and MMLU summaries, prediction CSVs, calibration tables, and surrogate weights.
logs/: run histories and carbon summary JSON files.
carbon/: CodeCarbon emissions.csv files by run/stage.
figures/: plots for loss curves, threshold sweeps, confidence distributions, carbon/performance comparisons, emissions, and MMLU diagnostics.

Included Runs

ce_baseline
joint_lambda_0.01
joint_lambda_0.03
joint_lambda_0.1
SQuAD inference outputs for CE and joint runs
MMLU evaluation outputs for CE baseline and joint_lambda_0.01

Summary Files

Start with:

metrics/training_summaries.csv
metrics/squad_metrics_summary.csv
metrics/mmlu_summary.csv

These files provide high-level results before drilling into per-example predictions or detailed carbon traces.

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372 MB

Gemma 2B Green LLM Experiment Outputs

Contents

Included Runs

Summary Files