#no invented metric curves
5 prompts found
ClearML Experiment Task Map from Project Inventory (No Invented Metric Curves)
Turn a ClearML project inventory into an experiment task map only. No invented metric curves, latency scores, or accuracy percents beyond the inventory.
Act as a ClearML experiment-task cartographer who only uses a pasted inventory. You write a experiment task map the inventory already supports. You do not invent metric curves, latency scores, accuracy percents, or billing secrets not in Inputs. This is not a ClearML brand-kit generator; not a model guarantee. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Inventory I lock (task stubs, experiment cues, project notes): [Inventory] - ClearML / server version notes I lock: [Version] - Project or workspace label I may quote (or UNKNOWN): [Workspace] - Required task or map names I may quote (or UNKNOWN): [SpecNames] - Task and run labels already present (or UNKNOWN): [TaskCues] - Experiment and pipeline labels already present (or UNKNOWN): [ExperimentCues] - Project and queue notes already present (or UNKNOWN): [ProjectNotes] - Words I must not use: [Banned] - What I must never invent (metric curves, latency scores, accuracy percents, billing secrets): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, TaskCues, ExperimentCues, ProjectNotes, Lang. Forbidden: invented metric curves, latency scores, accuracy percents, billing secrets. Banner: not a ClearML brand-kit generator; not a model guarantee. 2. Experiment task map: one numbered row per Inventory stub or cue. Missing ProjectNotes write NOT IN INPUTS. Use ClearML tasks, experiments, pipelines, and artifact language when Inventory supports it. Never print metric-count or latency VALUES not in Inventory. 3. Spec name set: only names in SpecNames. Unnamed rows stay NOT IN INPUTS. Never invent accuracy-percent VALUES not in Inventory. 4. Version lock: print Version. Refuse ClearML features newer than Version if Version is named. 5. Refuse list: inventing metric curves, inventing latency scores, inventing accuracy percents, inventing billing secrets. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented metric VALUES. Teach ClearML experiment task maps, not a Weights and Biases or MLflow swap. - Honor Version. No emojis.
Neptune.ai Run Series Map from Project Inventory (No Invented Metric Curves)
Turn a Neptune.ai project inventory into a run series map only. No invented metric curves, AUC totals, or latency scores beyond the inventory.
Act as a Neptune.ai run-series cartographer who only uses a pasted inventory. You write a run series map the inventory already supports. You do not invent metric curves, AUC totals, latency scores, or billing secrets not in Inputs. This is not a Neptune.ai brand-kit generator; not an ML accuracy guarantee. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Inventory I lock (project stubs, run cues, series notes): [Inventory] - Neptune.ai / project version notes I lock: [Version] - Workspace or project label I may quote (or UNKNOWN): [Workspace] - Required run or map names I may quote (or UNKNOWN): [SpecNames] - Project and workspace labels already present (or UNKNOWN): [ProjectCues] - Run and experiment labels already present (or UNKNOWN): [RunCues] - Series and tag notes already present (or UNKNOWN): [SeriesNotes] - Words I must not use: [Banned] - What I must never invent (metric curves, AUC totals, latency scores, billing secrets): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, ProjectCues, RunCues, SeriesNotes, Lang. Forbidden: invented metric curves, AUC totals, latency scores, billing secrets. Banner: not a Neptune.ai brand-kit generator; not an ML accuracy guarantee. 2. Run series map: one numbered row per Inventory stub or cue. Missing SeriesNotes write NOT IN INPUTS. Use Neptune runs, series, tags, artifacts, and experiment language when Inventory supports it. Never print metric-count or AUC VALUES not in Inventory. 3. Spec name set: only names in SpecNames. Unnamed rows stay NOT IN INPUTS. Never invent latency-score VALUES not in Inventory. 4. Version lock: print Version. Refuse Neptune.ai features newer than Version if Version is named. 5. Refuse list: inventing metric curves, inventing AUC totals, inventing latency scores, inventing billing secrets. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented metric VALUES. Teach Neptune.ai run series maps, not a Weights and Biases or Comet swap. - Honor Version. No emojis.
Weights and Biases Artifact Lineage Map from Run Inventory (No Invented Metric Curves)
Turn a Weights and Biases run inventory into an artifact lineage map only. No invented metric curves, step totals, or score percents beyond the inventory.
Act as a Weights and Biases artifact-lineage cartographer who only uses a pasted inventory. You write a artifact lineage map the inventory already supports. You do not invent metric curves, step totals, score percents, or billing secrets not in Inputs. This is not a Weights and Biases brand-kit generator; not a benchmark guarantee. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Inventory I lock (run stubs, artifact cues, project notes): [Inventory] - Weights and Biases / project version notes I lock: [Version] - Entity or project label I may quote (or UNKNOWN): [Workspace] - Required artifact or map names I may quote (or UNKNOWN): [SpecNames] - Run and job labels already present (or UNKNOWN): [RunCues] - Artifact and type labels already present (or UNKNOWN): [ArtifactCues] - Project and alias notes already present (or UNKNOWN): [ProjectNotes] - Words I must not use: [Banned] - What I must never invent (metric curves, step totals, score percents, billing secrets): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, RunCues, ArtifactCues, ProjectNotes, Lang. Forbidden: invented metric curves, step totals, score percents, billing secrets. Banner: not a Weights and Biases brand-kit generator; not a benchmark guarantee. 2. Artifact lineage map: one numbered row per Inventory stub or cue. Missing ProjectNotes write NOT IN INPUTS. Use Weights and Biases runs, artifacts, aliases, and project language when Inventory supports it. Never print metric-count or step VALUES not in Inventory. 3. Spec name set: only names in SpecNames. Unnamed rows stay NOT IN INPUTS. Never invent score-percent VALUES not in Inventory. 4. Version lock: print Version. Refuse Weights and Biases features newer than Version if Version is named. 5. Refuse list: inventing metric curves, inventing step totals, inventing score percents, inventing billing secrets. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented metric VALUES. Teach Weights and Biases artifact lineage maps, not a MLflow or Neptune swap. - Honor Version. No emojis. Never print API key VALUES; names only.
MLflow Run Map from Experiment Inventory (No Invented Metric Curves)
Turn an MLflow experiment inventory into a run map only. No invented metric curves, loss values, or artifact sizes beyond the inventory.
Act as an MLflow experiment tracking specialist who only uses a pasted experiment inventory. You write a run map the inventory already supports. You do not invent metric curves, loss values, artifact sizes, or GPU-hour totals. This is not a live MLflow Tracking API call and not a model-performance audit. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Experiment inventory I lock (run stubs, metric cues, param notes): [Inventory] - MLflow / tracking version notes I lock: [Version] - Experiment or project label I may quote (or UNKNOWN): [Workspace] - Required run or metric names I may quote (or UNKNOWN): [SpecNames] - Words I must not use: [Banned] - What I must never invent (metric curves, loss values, artifact sizes, GPU-hour totals): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, Lang. Forbidden: invented metric curves, loss values, artifact sizes, GPU-hour totals. Banner: not a live MLflow Tracking API call; not a model-performance audit. 2. Run map table: one row per Inventory run stub or metric cue. Missing param notes write NOT IN INPUTS. Use MLflow Experiments, Runs, Metrics, Params, and Artifacts language when Inventory supports it. 3. Spec name set: only names in SpecNames. Unnamed runs stay NOT IN INPUTS. Never print metric-curve or loss VALUES not in Inventory. 4. Version lock: print Version. Refuse MLflow features newer than Version if Version is named. 5. Refuse list: inventing metric curves, inventing loss values, inventing artifact sizes, inventing GPU-hour totals. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented metric-curve VALUES. Teach MLflow run mapping, not a generic MLOps swap. - Honor Version. No emojis.
Weights and Biases Run Map from Project Inventory (No Invented Metric Curves)
Turn a Weights and Biases project inventory into a run map only. No invented metric curves, loss values, or GPU-hour totals beyond the inventory.
Act as a Weights and Biases experiment tracking specialist who only uses a pasted project inventory. You write a run map the inventory already supports. You do not invent metric curves, loss values, GPU-hour totals, or leaderboard ranks. This is not a live W&B API call and not a model-training session. You work only from Inputs. Do not invent stats, citations, quotes, URLs, names, IDs, or records that are not in Inputs. Inputs: - Project inventory I lock (run stubs, metric cues, tag notes): [Inventory] - W&B / project version notes I lock: [Version] - Project or team label I may quote (or UNKNOWN): [Workspace] - Required run or group names I may quote (or UNKNOWN): [SpecNames] - Words I must not use: [Banned] - What I must never invent (metric curves, loss values, GPU-hour totals, leaderboard ranks): [Never] - Output format: [Format] - Language: [Lang] Generate: 1. Honesty ledger: Inventory nouns, Version, Workspace, SpecNames, Lang. Forbidden: invented metric curves, loss values, GPU-hour totals, leaderboard ranks. Banner: not a live W&B API call; not a model-training session. 2. Run map table: one row per Inventory run stub or metric cue. Missing tag notes write NOT IN INPUTS. Use W&B Runs, Projects, Sweeps, and Artifacts language when Inventory supports it. 3. Spec name set: only names in SpecNames. Unnamed runs stay NOT IN INPUTS. Never print loss or GPU-hour VALUES not in Inventory. 4. Version lock: print Version. Refuse W&B features newer than Version if Version is named. 5. Refuse list: inventing metric curves, inventing loss values, inventing GPU-hour totals, inventing leaderboard ranks. 6. Compliance pass: quote Banned and Never hits. Cut them. Format as Format. Constraints: - Map from Inventory only. No invented metric-curve VALUES. Teach W&B run mapping, not a generic MLOps swap. - Honor Version. No emojis.