developer_uid: zonemercy
submission_id: chaiml-grpo-nis-cs-gud_93481_v20
model_name: chaiml-grpo-nis-cs-gud_93481_v20
model_group: ChaiML/grpo_nis_cs_gudul
status: torndown
timestamp: 2025-10-05T23:12:01+00:00
num_battles: 5351
num_wins: 2682
celo_rating: 1287.67
family_friendly_score: 0.5014000000000001
family_friendly_standard_error: 0.007071040093225324
submission_type: basic
model_repo: ChaiML/grpo_nis_cs_gudul_v1_cp_beta30_merged
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 6
max_input_tokens: 1440
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5158744342579665, 'latency_mean': 1.938332780599594, 'latency_p50': 1.945343255996704, 'latency_p90': 2.118825387954712}, {'batch_size': 3, 'throughput': 1.0033657118714752, 'latency_mean': 2.9854887998104096, 'latency_p50': 2.977398633956909, 'latency_p90': 3.3282959699630736}, {'batch_size': 5, 'throughput': 1.2733066998169522, 'latency_mean': 3.8979418587684633, 'latency_p50': 3.920457124710083, 'latency_p90': 4.417987704277039}, {'batch_size': 6, 'throughput': 1.3519656170616305, 'latency_mean': 4.40787505865097, 'latency_p50': 4.391784429550171, 'latency_p90': 4.99805703163147}, {'batch_size': 8, 'throughput': 1.4802538426637386, 'latency_mean': 5.363414835929871, 'latency_p50': 5.363280177116394, 'latency_p90': 6.240810132026672}, {'batch_size': 10, 'throughput': 1.5596350313974465, 'latency_mean': 6.367693194150925, 'latency_p50': 6.39215624332428, 'latency_p90': 7.445030236244201}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-grpo-nis-cs-gud_93481_v20
is_internal_developer: True
language_model: ChaiML/grpo_nis_cs_gudul_v1_cp_beta30_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 1.23
us_pacific_date: 2025-10-05
win_ratio: 0.5012147262193982
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.1, 'frequency_penalty': 0.1, 'stopping_words': ['You:', '\n', '####\n', '</s>', '####'], 'max_input_tokens': 1440, 'best_of': 6, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}</s>\n', 'user_template': 'You: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': True}
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer
Waiting for job on chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer to finish
chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer: ║                                                                     ║
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chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer: ║  belonging to:                                                      ║
chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer: ║                                                                     ║
chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer: Downloaded to shared memory in 48.969s
chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer: Checking if ChaiML/grpo_nis_cs_gudul_v1_cp_beta30_merged already exists in ChaiML
chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp5yoi49wy, device:0
chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer: quantized model in 285.197s
chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer: Processed model ChaiML/grpo_nis_cs_gudul_v1_cp_beta30_merged in 334.167s
chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer: creating bucket guanaco-mkml-models
chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-grpo-nis-cs-gud-93481-v20/nvidia
chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-grpo-nis-cs-gud-93481-v20/nvidia/special_tokens_map.json
chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-grpo-nis-cs-gud-93481-v20/nvidia/config.json
chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-grpo-nis-cs-gud-93481-v20/nvidia/tokenizer_config.json
chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-grpo-nis-cs-gud-93481-v20/nvidia/tokenizer.json
chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-cs-gud-93481-v20/nvidia/flywheel_model.1.safetensors
chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-grpo-nis-cs-gud-93481-v20/nvidia/flywheel_model.0.safetensors
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Job chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer completed after 490.63s with status: succeeded
Stopping job with name chaiml-grpo-nis-cs-gud-93481-v20-mkmlizer
Pipeline stage MKMLizer completed in 491.26s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-grpo-nis-cs-gud-93481-v20
Waiting for inference service chaiml-grpo-nis-cs-gud-93481-v20 to be ready
Inference service chaiml-grpo-nis-cs-gud-93481-v20 ready after 30.242708206176758s
Pipeline stage MKMLDeployer completed in 30.72s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.124366521835327s
Received healthy response to inference request in 1.7738101482391357s
Received healthy response to inference request in 1.8716096878051758s
Received healthy response to inference request in 1.7163164615631104s
Received healthy response to inference request in 1.7892327308654785s
5 requests
0 failed requests
5th percentile: 1.7278151988983155
10th percentile: 1.7393139362335206
20th percentile: 1.7623114109039306
30th percentile: 1.7768946647644044
40th percentile: 1.7830636978149415
50th percentile: 1.7892327308654785
60th percentile: 1.8221835136413573
70th percentile: 1.8551342964172364
80th percentile: 1.922161054611206
90th percentile: 2.0232637882232667
95th percentile: 2.0738151550292967
99th percentile: 2.114256248474121
mean time: 1.8550671100616456
Pipeline stage StressChecker completed in 10.94s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.94s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.71s
Shutdown handler de-registered
chaiml-grpo-nis-cs-gud_93481_v20 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-grpo-nis-cs-gud-93481-v20-profiler
Waiting for inference service chaiml-grpo-nis-cs-gud-93481-v20-profiler to be ready
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2574.22s
Shutdown handler de-registered
chaiml-grpo-nis-cs-gud_93481_v20 status is now inactive due to auto deactivation removed underperforming models
chaiml-grpo-nis-cs-gud_93481_v20 status is now torndown due to DeploymentManager action