chaiml-exp-grpo-cp312-_36146

developer_uid: NischayDnk
submission_id: chaiml-exp-grpo-cp312-_36146_v26
model_name: chaiml-exp-grpo-cp312-_36146_v26
model_group: ChaiML/exp_grpo_cp312_96
status: torndown
timestamp: 2025-09-10T04:02:34+00:00
num_battles: 5290
num_wins: 2978
celo_rating: 1299.28
family_friendly_score: 0.5174000000000001
family_friendly_standard_error: 0.007066784841779181
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: default
latencies: [{'batch_size': 1, 'throughput': 0.5303859128062818, 'latency_mean': 1.885312569141388, 'latency_p50': 1.8706520795822144, 'latency_p90': 2.0831687450408936}, {'batch_size': 3, 'throughput': 1.0184953694570946, 'latency_mean': 2.935252802371979, 'latency_p50': 2.93172550201416, 'latency_p90': 3.2035507678985597}, {'batch_size': 5, 'throughput': 1.294447292735339, 'latency_mean': 3.849965441226959, 'latency_p50': 3.885413646697998, 'latency_p90': 4.375539541244507}, {'batch_size': 6, 'throughput': 1.3788645186605957, 'latency_mean': 4.328878204822541, 'latency_p50': 4.339123964309692, 'latency_p90': 4.9204693794250485}, {'batch_size': 8, 'throughput': 1.4982696891263036, 'latency_mean': 5.315547318458557, 'latency_p50': 5.312788605690002, 'latency_p90': 6.041055965423584}, {'batch_size': 10, 'throughput': 1.5757406928905375, 'latency_mean': 6.305303348302841, 'latency_p50': 6.29747748374939, 'latency_p90': 7.2885912418365475}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-exp-grpo-cp312-_36146_v26
is_internal_developer: False
language_model: ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 1.26
us_pacific_date: 2025-09-09
win_ratio: 0.5629489603024574
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-v26-mkmlizer
Waiting for job on chaiml-exp-grpo-cp312-36146-v26-mkmlizer to finish
chaiml-exp-grpo-cp312-36146-v26-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp-grpo-cp312-36146-v26-mkmlizer: ║                                                                     ║
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chaiml-exp-grpo-cp312-36146-v26-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-exp-grpo-cp312-36146-v26-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v26-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-exp-grpo-cp312-36146-v26-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-exp-grpo-cp312-36146-v26-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-exp-grpo-cp312-36146-v26-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-exp-grpo-cp312-36146-v26-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v26-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-exp-grpo-cp312-36146-v26-mkmlizer: ║  belonging to:                                                      ║
chaiml-exp-grpo-cp312-36146-v26-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v26-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-exp-grpo-cp312-36146-v26-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-exp-grpo-cp312-36146-v26-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-exp-grpo-cp312-36146-v26-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v26-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-exp-grpo-cp312-36146-v26-mkmlizer: Downloaded to shared memory in 141.467s
chaiml-exp-grpo-cp312-36146-v26-mkmlizer: Checking if ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged already exists in ChaiML
chaiml-exp-grpo-cp312-36146-v26-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4z, folder:/tmp/tmp_ksx_bdm, device:0
chaiml-exp-grpo-cp312-36146-v26-mkmlizer: Saving flywheel model at /dev/shm/model_cache
HTTP Request: %s %s "%s %d %s"
chaiml-exp-grpo-cp312-36146-v26-mkmlizer: quantized model in 399.493s
chaiml-exp-grpo-cp312-36146-v26-mkmlizer: Processed model ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged in 540.961s
chaiml-exp-grpo-cp312-36146-v26-mkmlizer: creating bucket guanaco-mkml-models
chaiml-exp-grpo-cp312-36146-v26-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp-grpo-cp312-36146-v26-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v26/nvidia
chaiml-exp-grpo-cp312-36146-v26-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v26/nvidia/config.json
chaiml-exp-grpo-cp312-36146-v26-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v26/nvidia/special_tokens_map.json
chaiml-exp-grpo-cp312-36146-v26-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v26/nvidia/tokenizer_config.json
chaiml-exp-grpo-cp312-36146-v26-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v26/nvidia/tokenizer.json
chaiml-exp-grpo-cp312-36146-v26-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v26/nvidia/flywheel_model.0.safetensors
chaiml-exp-grpo-cp312-36146-v26-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v26/nvidia/flywheel_model.1.safetensors
chaiml-exp-grpo-cp312-36146-v26-mkmlizer: 
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Job chaiml-exp-grpo-cp312-36146-v26-mkmlizer completed after 592.28s with status: succeeded
Stopping job with name chaiml-exp-grpo-cp312-36146-v26-mkmlizer
Pipeline stage MKMLizer completed in 592.77s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.20s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-exp-grpo-cp312-36146-v26
Waiting for inference service chaiml-exp-grpo-cp312-36146-v26 to be ready
Inference service chaiml-exp-grpo-cp312-36146-v26 ready after 70.07464241981506s
Pipeline stage MKMLDeployer completed in 70.50s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1508641242980957s
Received healthy response to inference request in 2.2961301803588867s
Received healthy response to inference request in 1.6787338256835938s
Received healthy response to inference request in 1.6287846565246582s
Received healthy response to inference request in 1.6360206604003906s
5 requests
0 failed requests
5th percentile: 1.6302318572998047
10th percentile: 1.6316790580749512
20th percentile: 1.6345734596252441
30th percentile: 1.6445632934570313
40th percentile: 1.6616485595703125
50th percentile: 1.6787338256835938
60th percentile: 1.8675859451293946
70th percentile: 2.0564380645751954
80th percentile: 2.179917335510254
90th percentile: 2.2380237579345703
95th percentile: 2.2670769691467285
99th percentile: 2.290319538116455
mean time: 1.878106689453125
Pipeline stage StressChecker completed in 10.86s
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 0.74s
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_v26 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 2723.02s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v26 status is now inactive due to auto deactivation removed underperforming models
chaiml-exp-grpo-cp312-_36146_v26 status is now torndown due to DeploymentManager action