developer_uid: rirv938
submission_id: chaiml-exp-grpo-cp312-_36146_v58
model_name: chaiml-exp-grpo-cp312-_36146_v58
model_group: ChaiML/exp_grpo_cp312_96
status: torndown
timestamp: 2025-10-21T19:14:25+00:00
num_battles: 5304
num_wins: 2877
celo_rating: 1304.46
family_friendly_score: 0.5386
family_friendly_standard_error: 0.007049965106296626
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: 7
max_input_tokens: 1280
max_output_tokens: 64
reward_model: rirv938-iterative-rm-pa_44095_v1
latencies: [{'batch_size': 1, 'throughput': 0.5200909092696936, 'latency_mean': 1.9226390755176543, 'latency_p50': 1.9320979118347168, 'latency_p90': 2.110604453086853}, {'batch_size': 3, 'throughput': 1.0214372473625273, 'latency_mean': 2.9312887156009673, 'latency_p50': 2.914953351020813, 'latency_p90': 3.2738029003143305}, {'batch_size': 5, 'throughput': 1.2849916561251271, 'latency_mean': 3.868404347896576, 'latency_p50': 3.8717514276504517, 'latency_p90': 4.3652067422866825}, {'batch_size': 6, 'throughput': 1.3621038856706629, 'latency_mean': 4.373522115945816, 'latency_p50': 4.396831274032593, 'latency_p90': 4.983727526664734}, {'batch_size': 8, 'throughput': 1.4792685783363628, 'latency_mean': 5.3764952647686, 'latency_p50': 5.3726969957351685, 'latency_p90': 6.156835603713989}, {'batch_size': 10, 'throughput': 1.5546503999602417, 'latency_mean': 6.380742788314819, 'latency_p50': 6.477879762649536, 'latency_p90': 7.223797249794006}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-exp-grpo-cp312-_36146_v58
ineligible_reason: num_battles<10000
is_internal_developer: True
language_model: ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 1.25
us_pacific_date: 2025-10-21
win_ratio: 0.542420814479638
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': ['\n'], 'max_input_tokens': 1280, 'best_of': 7, '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-v58-mkmlizer
Waiting for job on chaiml-exp-grpo-cp312-36146-v58-mkmlizer to finish
chaiml-exp-grpo-cp312-36146-v58-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp-grpo-cp312-36146-v58-mkmlizer: ║                                                                     ║
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chaiml-exp-grpo-cp312-36146-v58-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-exp-grpo-cp312-36146-v58-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v58-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-exp-grpo-cp312-36146-v58-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-exp-grpo-cp312-36146-v58-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-exp-grpo-cp312-36146-v58-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-exp-grpo-cp312-36146-v58-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v58-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-exp-grpo-cp312-36146-v58-mkmlizer: ║  belonging to:                                                      ║
chaiml-exp-grpo-cp312-36146-v58-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v58-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-exp-grpo-cp312-36146-v58-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-exp-grpo-cp312-36146-v58-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-exp-grpo-cp312-36146-v58-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v58-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-exp-grpo-cp312-36146-v58-mkmlizer: Downloaded to shared memory in 88.772s
chaiml-exp-grpo-cp312-36146-v58-mkmlizer: Checking if ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged already exists in ChaiML
chaiml-exp-grpo-cp312-36146-v58-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpqivbb3jo, device:0
chaiml-exp-grpo-cp312-36146-v58-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-exp-grpo-cp312-_36146_v23: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-exp-grpo-cp312-_36146_v23/predict', 'read tcp 127.0.0.1:50836->127.0.0.1:8080: read: connection reset by peer\n')
chaiml-exp-grpo-cp312-36146-v58-mkmlizer: quantized model in 290.884s
chaiml-exp-grpo-cp312-36146-v58-mkmlizer: Processed model ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged in 379.657s
chaiml-exp-grpo-cp312-36146-v58-mkmlizer: creating bucket guanaco-mkml-models
chaiml-exp-grpo-cp312-36146-v58-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp-grpo-cp312-36146-v58-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v58/nvidia
chaiml-exp-grpo-cp312-36146-v58-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v58/nvidia/config.json
chaiml-exp-grpo-cp312-36146-v58-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v58/nvidia/special_tokens_map.json
chaiml-exp-grpo-cp312-36146-v58-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v58/nvidia/tokenizer_config.json
chaiml-exp-grpo-cp312-36146-v58-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v58/nvidia/tokenizer.json
chaiml-exp-grpo-cp312-36146-v58-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v58/nvidia/flywheel_model.1.safetensors
chaiml-exp-grpo-cp312-36146-v58-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v58/nvidia/flywheel_model.0.safetensors
chaiml-exp-grpo-cp312-36146-v58-mkmlizer: 
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Job chaiml-exp-grpo-cp312-36146-v58-mkmlizer completed after 450.6s with status: succeeded
Stopping job with name chaiml-exp-grpo-cp312-36146-v58-mkmlizer
Pipeline stage MKMLizer completed in 451.15s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-exp-grpo-cp312-36146-v58
Waiting for inference service chaiml-exp-grpo-cp312-36146-v58 to be ready
Inference service chaiml-exp-grpo-cp312-36146-v58 ready after 70.74753427505493s
Pipeline stage MKMLDeployer completed in 71.34s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.63490629196167s
Received healthy response to inference request in 1.7596924304962158s
Received healthy response to inference request in 2.340676784515381s
Received healthy response to inference request in 2.468245506286621s
Received healthy response to inference request in 1.6753652095794678s
5 requests
0 failed requests
5th percentile: 1.6922306537628173
10th percentile: 1.709096097946167
20th percentile: 1.7428269863128663
30th percentile: 1.8758893013000488
40th percentile: 2.108283042907715
50th percentile: 2.340676784515381
60th percentile: 2.391704273223877
70th percentile: 2.442731761932373
80th percentile: 2.5015776634216307
90th percentile: 2.5682419776916503
95th percentile: 2.6015741348266603
99th percentile: 2.628239860534668
mean time: 2.175777244567871
Pipeline stage StressChecker completed in 12.34s
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 0.74s
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 0.73s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v58 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 0.12s
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-v58-profiler
Waiting for inference service chaiml-exp-grpo-cp312-36146-v58-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 2907.53s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v58 status is now inactive due to auto deactivation removed underperforming models
chaiml-exp-grpo-cp312-_36146_v58 status is now torndown due to DeploymentManager action