developer_uid: zonemercy
submission_id: chaiml-exp-grpo-cp312-_36146_v36
model_name: chaiml-exp-grpo-cp312-_36146_v36
model_group: ChaiML/exp_grpo_cp312_96
status: torndown
timestamp: 2025-10-05T05:35:54+00:00
num_battles: 5675
num_wins: 2951
celo_rating: 1300.08
family_friendly_score: 0.5147999999999999
family_friendly_standard_error: 0.007067969439662285
submission_type: basic
model_repo: ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5492593686511384, 'latency_mean': 1.820532376766205, 'latency_p50': 1.8333053588867188, 'latency_p90': 2.0125438928604127}, {'batch_size': 3, 'throughput': 1.1129638850635335, 'latency_mean': 2.6862966442108154, 'latency_p50': 2.697601079940796, 'latency_p90': 3.0067728996276855}, {'batch_size': 5, 'throughput': 1.4284871087897202, 'latency_mean': 3.4791555082798005, 'latency_p50': 3.4843438863754272, 'latency_p90': 3.9471559524536133}, {'batch_size': 6, 'throughput': 1.5285330284593788, 'latency_mean': 3.9029888427257537, 'latency_p50': 3.8966342210769653, 'latency_p90': 4.381832814216613}, {'batch_size': 8, 'throughput': 1.6987507412004539, 'latency_mean': 4.676621710062027, 'latency_p50': 4.714035630226135, 'latency_p90': 5.315016222000122}, {'batch_size': 10, 'throughput': 1.764378429008292, 'latency_mean': 5.617751469612122, 'latency_p50': 5.640902280807495, 'latency_p90': 6.4851020812988285}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-exp-grpo-cp312-_36146_v36
is_internal_developer: True
language_model: ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-10-04
win_ratio: 0.52
generation_params: {'temperature': 0.9, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.45, 'frequency_penalty': 0.45, 'stopping_words': ['You:', '###', '\n', '</s>'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}
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-exp-grpo-cp312-36146-v36-mkmlizer
Waiting for job on chaiml-exp-grpo-cp312-36146-v36-mkmlizer to finish
chaiml-exp-grpo-cp312-36146-v36-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp-grpo-cp312-36146-v36-mkmlizer: ║                                                                     ║
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chaiml-exp-grpo-cp312-36146-v36-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-exp-grpo-cp312-36146-v36-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v36-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-exp-grpo-cp312-36146-v36-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-exp-grpo-cp312-36146-v36-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-exp-grpo-cp312-36146-v36-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-exp-grpo-cp312-36146-v36-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v36-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-exp-grpo-cp312-36146-v36-mkmlizer: ║  belonging to:                                                      ║
chaiml-exp-grpo-cp312-36146-v36-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v36-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-exp-grpo-cp312-36146-v36-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-exp-grpo-cp312-36146-v36-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-exp-grpo-cp312-36146-v36-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v36-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-exp-grpo-cp312-36146-v36-mkmlizer: Downloaded to shared memory in 98.398s
chaiml-exp-grpo-cp312-36146-v36-mkmlizer: Checking if ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged already exists in ChaiML
chaiml-exp-grpo-cp312-36146-v36-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmptpm1h_7p, device:0
chaiml-exp-grpo-cp312-36146-v36-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-exp-grpo-cp312-36146-v36-mkmlizer: quantized model in 288.208s
chaiml-exp-grpo-cp312-36146-v36-mkmlizer: Processed model ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged in 386.606s
chaiml-exp-grpo-cp312-36146-v36-mkmlizer: creating bucket guanaco-mkml-models
chaiml-exp-grpo-cp312-36146-v36-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp-grpo-cp312-36146-v36-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v36/nvidia
chaiml-exp-grpo-cp312-36146-v36-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v36/nvidia/config.json
chaiml-exp-grpo-cp312-36146-v36-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v36/nvidia/special_tokens_map.json
chaiml-exp-grpo-cp312-36146-v36-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v36/nvidia/tokenizer_config.json
chaiml-exp-grpo-cp312-36146-v36-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v36/nvidia/tokenizer.json
chaiml-exp-grpo-cp312-36146-v36-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v36/nvidia/flywheel_model.1.safetensors
chaiml-exp-grpo-cp312-36146-v36-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v36/nvidia/flywheel_model.0.safetensors
chaiml-exp-grpo-cp312-36146-v36-mkmlizer: 
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Job chaiml-exp-grpo-cp312-36146-v36-mkmlizer completed after 448.25s with status: succeeded
Stopping job with name chaiml-exp-grpo-cp312-36146-v36-mkmlizer
Pipeline stage MKMLizer completed in 448.78s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-exp-grpo-cp312-36146-v36
Waiting for inference service chaiml-exp-grpo-cp312-36146-v36 to be ready
Inference service chaiml-exp-grpo-cp312-36146-v36 ready after 40.21314239501953s
Pipeline stage MKMLDeployer completed in 41.13s
run pipeline stage %s
Running pipeline stage StressChecker
Failed to get response for submission chaiml-0sw-95p-5ff-rin_63828_v28: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-0sw-95p-5ff-rin_63828_v28/predict', '{"detail":"1 validation error for RuntimeResponse\\npredictions\\n  Field required [type=missing, input_value={\'detail\': \'[Errno 104] Connection reset by peer\'}, input_type=dict]\\n    For further information visit https://errors.pydantic.dev/2.11/v/missing"}')
Received healthy response to inference request in 2.0145423412323s
Received healthy response to inference request in 2.3404908180236816s
Received healthy response to inference request in 2.3230178356170654s
Received healthy response to inference request in 1.6569745540618896s
Received healthy response to inference request in 2.0210418701171875s
5 requests
0 failed requests
5th percentile: 1.7284881114959716
10th percentile: 1.8000016689300538
20th percentile: 1.9430287837982179
30th percentile: 2.015842247009277
40th percentile: 2.0184420585632323
50th percentile: 2.0210418701171875
60th percentile: 2.1418322563171386
70th percentile: 2.2626226425170897
80th percentile: 2.3265124320983888
90th percentile: 2.333501625061035
95th percentile: 2.3369962215423583
99th percentile: 2.339791898727417
mean time: 2.071213483810425
Pipeline stage StressChecker completed in 11.86s
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 0.64s
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 0.70s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v36 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 0.14s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-exp-grpo-cp312-36146-v36-profiler
Waiting for inference service chaiml-exp-grpo-cp312-36146-v36-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 2725.51s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v36 status is now inactive due to auto deactivation removed underperforming models
chaiml-exp-grpo-cp312-_36146_v36 status is now torndown due to DeploymentManager action