developer_uid: zonemercy
submission_id: chaiml-exp-grpo-cp312-_36146_v38
model_name: chaiml-exp-grpo-cp312-_36146_v38
model_group: ChaiML/exp_grpo_cp312_96
status: torndown
timestamp: 2025-10-05T19:20:35+00:00
num_battles: 5730
num_wins: 3000
celo_rating: 1299.08
family_friendly_score: 0.5166
family_friendly_standard_error: 0.007067169730521547
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': 0.5453926304888106, 'latency_mean': 1.8334359788894654, 'latency_p50': 1.8489118814468384, 'latency_p90': 2.0204046964645386}, {'batch_size': 3, 'throughput': 1.087408847459552, 'latency_mean': 2.7533915424346924, 'latency_p50': 2.7372089624404907, 'latency_p90': 2.999953770637512}, {'batch_size': 5, 'throughput': 1.395100715836195, 'latency_mean': 3.5728434026241302, 'latency_p50': 3.5669753551483154, 'latency_p90': 4.1040229320526125}, {'batch_size': 6, 'throughput': 1.508651248617867, 'latency_mean': 3.9591433680057526, 'latency_p50': 3.9507566690444946, 'latency_p90': 4.510926723480225}, {'batch_size': 8, 'throughput': 1.650822019768995, 'latency_mean': 4.814873344898224, 'latency_p50': 4.859294056892395, 'latency_p90': 5.574211025238036}, {'batch_size': 10, 'throughput': 1.7042371336420605, 'latency_mean': 5.835523307323456, 'latency_p50': 5.8569639921188354, 'latency_p90': 6.653909420967102}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-exp-grpo-cp312-_36146_v38
is_internal_developer: True
language_model: ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 1.44
us_pacific_date: 2025-10-05
win_ratio: 0.5235602094240838
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', '</s>', '###', 'You:'], '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-v38-mkmlizer
Waiting for job on chaiml-exp-grpo-cp312-36146-v38-mkmlizer to finish
chaiml-exp-grpo-cp312-36146-v38-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp-grpo-cp312-36146-v38-mkmlizer: ║                                                                     ║
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chaiml-exp-grpo-cp312-36146-v38-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-exp-grpo-cp312-36146-v38-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v38-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-exp-grpo-cp312-36146-v38-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-exp-grpo-cp312-36146-v38-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-exp-grpo-cp312-36146-v38-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-exp-grpo-cp312-36146-v38-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v38-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-exp-grpo-cp312-36146-v38-mkmlizer: ║  belonging to:                                                      ║
chaiml-exp-grpo-cp312-36146-v38-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v38-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-exp-grpo-cp312-36146-v38-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-exp-grpo-cp312-36146-v38-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-exp-grpo-cp312-36146-v38-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v38-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-exp-grpo-cp312-36146-v38-mkmlizer: Downloaded to shared memory in 96.315s
chaiml-exp-grpo-cp312-36146-v38-mkmlizer: Checking if ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged already exists in ChaiML
chaiml-exp-grpo-cp312-36146-v38-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmplhk5c7bn, device:0
chaiml-exp-grpo-cp312-36146-v38-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-exp-grpo-cp312-36146-v38-mkmlizer: quantized model in 289.910s
chaiml-exp-grpo-cp312-36146-v38-mkmlizer: Processed model ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged in 386.226s
chaiml-exp-grpo-cp312-36146-v38-mkmlizer: creating bucket guanaco-mkml-models
chaiml-exp-grpo-cp312-36146-v38-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp-grpo-cp312-36146-v38-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v38/nvidia
chaiml-exp-grpo-cp312-36146-v38-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v38/nvidia/config.json
chaiml-exp-grpo-cp312-36146-v38-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v38/nvidia/special_tokens_map.json
chaiml-exp-grpo-cp312-36146-v38-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v38/nvidia/tokenizer_config.json
chaiml-exp-grpo-cp312-36146-v38-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v38/nvidia/tokenizer.json
chaiml-exp-grpo-cp312-36146-v38-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v38/nvidia/flywheel_model.1.safetensors
chaiml-exp-grpo-cp312-36146-v38-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v38/nvidia/flywheel_model.0.safetensors
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-v38-mkmlizer: 
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Job chaiml-exp-grpo-cp312-36146-v38-mkmlizer completed after 490.28s with status: succeeded
Stopping job with name chaiml-exp-grpo-cp312-36146-v38-mkmlizer
Pipeline stage MKMLizer completed in 491.19s
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-exp-grpo-cp312-36146-v38
Waiting for inference service chaiml-exp-grpo-cp312-36146-v38 to be ready
Inference service chaiml-exp-grpo-cp312-36146-v38 ready after 40.16049575805664s
Pipeline stage MKMLDeployer completed in 40.69s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2297251224517822s
Received healthy response to inference request in 1.8958213329315186s
Received healthy response to inference request in 2.152768135070801s
Received healthy response to inference request in 1.67352294921875s
Received healthy response to inference request in 1.8110108375549316s
5 requests
0 failed requests
5th percentile: 1.7010205268859864
10th percentile: 1.7285181045532227
20th percentile: 1.7835132598876953
30th percentile: 1.827972936630249
40th percentile: 1.8618971347808837
50th percentile: 1.8958213329315186
60th percentile: 1.9986000537872315
70th percentile: 2.1013787746429444
80th percentile: 2.168159532546997
90th percentile: 2.1989423274993896
95th percentile: 2.214333724975586
99th percentile: 2.226646842956543
mean time: 1.9525696754455566
Pipeline stage StressChecker completed in 11.41s
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 0.92s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v38 status is now deployed due to DeploymentManager action
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 2879.44s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v38 status is now inactive due to auto deactivation removed underperforming models
chaiml-exp-grpo-cp312-_36146_v38 status is now torndown due to DeploymentManager action