├── .claude └── settings.local.json ├── .github └── workflows │ └── update_airtable.yml ├── .gitignore ├── .python-version ├── CLAUDE.md ├── ERRORS.md ├── README.md ├── claude-data ├── frontier_systems_by_backward_window_percentile.json ├── frontier_systems_by_residual_from_trend.json ├── frontier_systems_by_window_percentile.json └── gpt-4_contributions.json ├── cost_analysis_standalone.py ├── data ├── All ML Systems - full view.csv ├── Chip dataset-Grid view.csv ├── Hardware prices.csv └── PCU518210518210.csv ├── model_costs.csv ├── model_costs_updated.csv ├── pyproject.toml └── uv.lock /.claude/settings.local.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epoch-research/training-cost-trends/HEAD/.claude/settings.local.json -------------------------------------------------------------------------------- /.github/workflows/update_airtable.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epoch-research/training-cost-trends/HEAD/.github/workflows/update_airtable.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epoch-research/training-cost-trends/HEAD/.gitignore -------------------------------------------------------------------------------- /.python-version: -------------------------------------------------------------------------------- 1 | 3.12.11 2 | -------------------------------------------------------------------------------- /CLAUDE.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epoch-research/training-cost-trends/HEAD/CLAUDE.md -------------------------------------------------------------------------------- /ERRORS.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epoch-research/training-cost-trends/HEAD/ERRORS.md -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epoch-research/training-cost-trends/HEAD/README.md -------------------------------------------------------------------------------- /claude-data/frontier_systems_by_backward_window_percentile.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epoch-research/training-cost-trends/HEAD/claude-data/frontier_systems_by_backward_window_percentile.json -------------------------------------------------------------------------------- /claude-data/frontier_systems_by_residual_from_trend.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epoch-research/training-cost-trends/HEAD/claude-data/frontier_systems_by_residual_from_trend.json -------------------------------------------------------------------------------- /claude-data/frontier_systems_by_window_percentile.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epoch-research/training-cost-trends/HEAD/claude-data/frontier_systems_by_window_percentile.json -------------------------------------------------------------------------------- /claude-data/gpt-4_contributions.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epoch-research/training-cost-trends/HEAD/claude-data/gpt-4_contributions.json -------------------------------------------------------------------------------- /cost_analysis_standalone.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/epoch-research/training-cost-trends/HEAD/cost_analysis_standalone.py -------------------------------------------------------------------------------- /data/All ML Systems - 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