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deepseek_r1_local_distillation_unsloth_teaser

id string	category string	scenario_type string	difficulty string	instruction string	system_prompt string	messages list	turns list	dataset_id string	quality_score float64	ast_verified bool	self_healing bool
deepseek_r1_local_distillation_unsloth_1_1_1	deepseek_r1_distillation	enterprise_incident_triage	FAANG_Production_v2	⚡ OFFICIAL EVALUATION TEASER \| Full Master Package on Gumroad: https://bacardy.gumroad.com/l/pamuld \| Use Code LAUNCH20 for 20 € off at https://emgena.com/trainingslager	You are an elite enterprise systems engineer and autonomous incident response specialist for Local Model Distillation, GRPO Reinforcement Learning Divergence Protection, Format Reward Token Masks, Length Penalty Tuning & 8k Context CoT. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Local Model Distillation, GRPO Reinforcement Learning Divergence Protection, Format Reward Token Masks, Length Penalty Tuning & 8k Context CoT. You analyze raw incident telemetry, dia...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Local Model Distillation, GRPO Reinforcement Learning Divergence Protection, Format Reward Token Masks, Length Penalty Tuning & 8k Context CoT. You analyze raw incident telemetry, dia...	deepseek_r1_local_distillation_unsloth	1	true	false
deepseek_r1_local_distillation_unsloth_1_1_2	deepseek_r1_distillation	enterprise_incident_triage	FAANG_Production_v2	[INCIDENT_ALERT #1002] SEVERITY: CRITICAL \| CLUSTER: prod-eu-west-1 \| SERVICE: deepseek-r1-local-distillation-unsloth Timestamp: 2026-09-14T13:00:11Z Source: Prometheus Alertmanager / PagerDuty Incident Triage Operational Context: under high concurrent peak throughput (>10k req/sec) Alert Payload: { "alert_name": "d...	You are an elite enterprise systems engineer and autonomous incident response specialist for Local Model Distillation, GRPO Reinforcement Learning Divergence Protection, Format Reward Token Masks, Length Penalty Tuning & 8k Context CoT. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Local Model Distillation, GRPO Reinforcement Learning Divergence Protection, Format Reward Token Masks, Length Penalty Tuning & 8k Context CoT. You analyze raw incident telemetry, dia...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Local Model Distillation, GRPO Reinforcement Learning Divergence Protection, Format Reward Token Masks, Length Penalty Tuning & 8k Context CoT. You analyze raw incident telemetry, dia...	deepseek_r1_local_distillation_unsloth	1	true	false
deepseek_r1_local_distillation_unsloth_1_1_3	deepseek_r1_distillation	enterprise_incident_triage	FAANG_Production_v2	[INCIDENT_ALERT #1003] SEVERITY: CRITICAL \| CLUSTER: prod-eu-west-1 \| SERVICE: deepseek-r1-local-distillation-unsloth Timestamp: 2026-09-14T13:00:22Z Source: Prometheus Alertmanager / PagerDuty Incident Triage Operational Context: under high concurrent peak throughput (>10k req/sec) Alert Payload: { "alert_name": "d...	You are an elite enterprise systems engineer and autonomous incident response specialist for Local Model Distillation, GRPO Reinforcement Learning Divergence Protection, Format Reward Token Masks, Length Penalty Tuning & 8k Context CoT. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Local Model Distillation, GRPO Reinforcement Learning Divergence Protection, Format Reward Token Masks, Length Penalty Tuning & 8k Context CoT. You analyze raw incident telemetry, dia...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Local Model Distillation, GRPO Reinforcement Learning Divergence Protection, Format Reward Token Masks, Length Penalty Tuning & 8k Context CoT. You analyze raw incident telemetry, dia...	deepseek_r1_local_distillation_unsloth	1	true	false
deepseek_r1_local_distillation_unsloth_1_1_4	deepseek_r1_distillation	enterprise_incident_triage	FAANG_Production_v2	[INCIDENT_ALERT #1004] SEVERITY: CRITICAL \| CLUSTER: prod-eu-west-1 \| SERVICE: deepseek-r1-local-distillation-unsloth Timestamp: 2026-09-14T13:00:33Z Source: Prometheus Alertmanager / PagerDuty Incident Triage Operational Context: under high concurrent peak throughput (>10k req/sec) Alert Payload: { "alert_name": "d...	You are an elite enterprise systems engineer and autonomous incident response specialist for Local Model Distillation, GRPO Reinforcement Learning Divergence Protection, Format Reward Token Masks, Length Penalty Tuning & 8k Context CoT. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Local Model Distillation, GRPO Reinforcement Learning Divergence Protection, Format Reward Token Masks, Length Penalty Tuning & 8k Context CoT. You analyze raw incident telemetry, dia...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Local Model Distillation, GRPO Reinforcement Learning Divergence Protection, Format Reward Token Masks, Length Penalty Tuning & 8k Context CoT. You analyze raw incident telemetry, dia...	deepseek_r1_local_distillation_unsloth	1	true	true
deepseek_r1_local_distillation_unsloth_1_1_5	deepseek_r1_distillation	enterprise_incident_triage	FAANG_Production_v2	[INCIDENT_ALERT #1005] SEVERITY: CRITICAL \| CLUSTER: prod-eu-west-1 \| SERVICE: deepseek-r1-local-distillation-unsloth Timestamp: 2026-09-14T13:00:44Z Source: Prometheus Alertmanager / PagerDuty Incident Triage Operational Context: under high concurrent peak throughput (>10k req/sec) Alert Payload: { "alert_name": "d...	You are an elite enterprise systems engineer and autonomous incident response specialist for Local Model Distillation, GRPO Reinforcement Learning Divergence Protection, Format Reward Token Masks, Length Penalty Tuning & 8k Context CoT. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Local Model Distillation, GRPO Reinforcement Learning Divergence Protection, Format Reward Token Masks, Length Penalty Tuning & 8k Context CoT. You analyze raw incident telemetry, dia...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Local Model Distillation, GRPO Reinforcement Learning Divergence Protection, Format Reward Token Masks, Length Penalty Tuning & 8k Context CoT. You analyze raw incident telemetry, dia...	deepseek_r1_local_distillation_unsloth	1	true	false
deepseek_r1_local_distillation_unsloth_1_2_1	deepseek_r1_distillation	enterprise_incident_triage	FAANG_Production_v2	[INCIDENT_ALERT #1006] SEVERITY: CRITICAL \| CLUSTER: prod-eu-west-1 \| SERVICE: deepseek-r1-local-distillation-unsloth Timestamp: 2026-09-14T13:05:00Z Source: Prometheus Alertmanager / PagerDuty Incident Triage Operational Context: during multi-tenant resource isolation contention Alert Payload: { "alert_name": "deep...	You are an elite enterprise systems engineer and autonomous incident response specialist for Local Model Distillation, GRPO Reinforcement Learning Divergence Protection, Format Reward Token Masks, Length Penalty Tuning & 8k Context CoT. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Local Model Distillation, GRPO Reinforcement Learning Divergence Protection, Format Reward Token Masks, Length Penalty Tuning & 8k Context CoT. You analyze raw incident telemetry, dia...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Local Model Distillation, GRPO Reinforcement Learning Divergence Protection, Format Reward Token Masks, Length Penalty Tuning & 8k Context CoT. You analyze raw incident telemetry, dia...	deepseek_r1_local_distillation_unsloth	1	true	false
deepseek_r1_local_distillation_unsloth_1_2_2	deepseek_r1_distillation	enterprise_incident_triage	FAANG_Production_v2	[INCIDENT_ALERT #1007] SEVERITY: CRITICAL \| CLUSTER: prod-eu-west-1 \| SERVICE: deepseek-r1-local-distillation-unsloth Timestamp: 2026-09-14T13:05:11Z Source: Prometheus Alertmanager / PagerDuty Incident Triage Operational Context: during multi-tenant resource isolation contention Alert Payload: { "alert_name": "deep...	You are an elite enterprise systems engineer and autonomous incident response specialist for Local Model Distillation, GRPO Reinforcement Learning Divergence Protection, Format Reward Token Masks, Length Penalty Tuning & 8k Context CoT. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Local Model Distillation, GRPO Reinforcement Learning Divergence Protection, Format Reward Token Masks, Length Penalty Tuning & 8k Context CoT. You analyze raw incident telemetry, dia...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Local Model Distillation, GRPO Reinforcement Learning Divergence Protection, Format Reward Token Masks, Length Penalty Tuning & 8k Context CoT. You analyze raw incident telemetry, dia...	deepseek_r1_local_distillation_unsloth	1	true	false
deepseek_r1_local_distillation_unsloth_1_2_3	deepseek_r1_distillation	enterprise_incident_triage	FAANG_Production_v2	[INCIDENT_ALERT #1008] SEVERITY: CRITICAL \| CLUSTER: prod-eu-west-1 \| SERVICE: deepseek-r1-local-distillation-unsloth Timestamp: 2026-09-14T13:05:22Z Source: Prometheus Alertmanager / PagerDuty Incident Triage Operational Context: during multi-tenant resource isolation contention Alert Payload: { "alert_name": "deep...	You are an elite enterprise systems engineer and autonomous incident response specialist for Local Model Distillation, GRPO Reinforcement Learning Divergence Protection, Format Reward Token Masks, Length Penalty Tuning & 8k Context CoT. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Local Model Distillation, GRPO Reinforcement Learning Divergence Protection, Format Reward Token Masks, Length Penalty Tuning & 8k Context CoT. You analyze raw incident telemetry, dia...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Local Model Distillation, GRPO Reinforcement Learning Divergence Protection, Format Reward Token Masks, Length Penalty Tuning & 8k Context CoT. You analyze raw incident telemetry, dia...	deepseek_r1_local_distillation_unsloth	1	true	true
deepseek_r1_local_distillation_unsloth_1_2_4	deepseek_r1_distillation	enterprise_incident_triage	FAANG_Production_v2	[INCIDENT_ALERT #1009] SEVERITY: CRITICAL \| CLUSTER: prod-eu-west-1 \| SERVICE: deepseek-r1-local-distillation-unsloth Timestamp: 2026-09-14T13:05:33Z Source: Prometheus Alertmanager / PagerDuty Incident Triage Operational Context: during multi-tenant resource isolation contention Alert Payload: { "alert_name": "deep...	You are an elite enterprise systems engineer and autonomous incident response specialist for Local Model Distillation, GRPO Reinforcement Learning Divergence Protection, Format Reward Token Masks, Length Penalty Tuning & 8k Context CoT. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Local Model Distillation, GRPO Reinforcement Learning Divergence Protection, Format Reward Token Masks, Length Penalty Tuning & 8k Context CoT. You analyze raw incident telemetry, dia...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Local Model Distillation, GRPO Reinforcement Learning Divergence Protection, Format Reward Token Masks, Length Penalty Tuning & 8k Context CoT. You analyze raw incident telemetry, dia...	deepseek_r1_local_distillation_unsloth	1	true	false
deepseek_r1_local_distillation_unsloth_1_2_5	deepseek_r1_distillation	enterprise_incident_triage	FAANG_Production_v2	[INCIDENT_ALERT #1010] SEVERITY: CRITICAL \| CLUSTER: prod-eu-west-1 \| SERVICE: deepseek-r1-local-distillation-unsloth Timestamp: 2026-09-14T13:05:44Z Source: Prometheus Alertmanager / PagerDuty Incident Triage Operational Context: during multi-tenant resource isolation contention Alert Payload: { "alert_name": "deep...	You are an elite enterprise systems engineer and autonomous incident response specialist for Local Model Distillation, GRPO Reinforcement Learning Divergence Protection, Format Reward Token Masks, Length Penalty Tuning & 8k Context CoT. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Local Model Distillation, GRPO Reinforcement Learning Divergence Protection, Format Reward Token Masks, Length Penalty Tuning & 8k Context CoT. You analyze raw incident telemetry, dia...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Local Model Distillation, GRPO Reinforcement Learning Divergence Protection, Format Reward Token Masks, Length Penalty Tuning & 8k Context CoT. You analyze raw incident telemetry, dia...	deepseek_r1_local_distillation_unsloth	1	true	false
deepseek_r1_local_distillation_unsloth_1_3_1	deepseek_r1_distillation	enterprise_incident_triage	FAANG_Production_v2	[INCIDENT_ALERT #1011] SEVERITY: CRITICAL \| CLUSTER: prod-eu-west-1 \| SERVICE: deepseek-r1-local-distillation-unsloth Timestamp: 2026-09-14T13:10:00Z Source: Prometheus Alertmanager / PagerDuty Incident Triage Operational Context: during multi-region zero-downtime failover Alert Payload: { "alert_name": "deepseek-r1...	You are an elite enterprise systems engineer and autonomous incident response specialist for Local Model Distillation, GRPO Reinforcement Learning Divergence Protection, Format Reward Token Masks, Length Penalty Tuning & 8k Context CoT. You analyze raw incident telemetry, diagnose root causes using DeepSeek-R1 Chain-of...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Local Model Distillation, GRPO Reinforcement Learning Divergence Protection, Format Reward Token Masks, Length Penalty Tuning & 8k Context CoT. You analyze raw incident telemetry, dia...	[ { "role": "system", "content": "You are an elite enterprise systems engineer and autonomous incident response specialist for Local Model Distillation, GRPO Reinforcement Learning Divergence Protection, Format Reward Token Masks, Length Penalty Tuning & 8k Context CoT. You analyze raw incident telemetry, dia...	deepseek_r1_local_distillation_unsloth	1	true	false

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