chaiml-exp-grpo-cp312-_36146

developer_uid: rirv938
submission_id: chaiml-exp-grpo-cp312-_36146_v52
model_name: chaiml-exp-grpo-cp312-_36146_v52
model_group: ChaiML/exp_grpo_cp312_96
status: torndown
timestamp: 2025-10-21T04:13:43+00:00
num_battles: 5976
num_wins: 3207
celo_rating: 1295.08
family_friendly_score: 0.5244
family_friendly_standard_error: 0.007062643131292986
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: chaiml-llama31-mer-v2-_44570_v27
latencies: [{'batch_size': 1, 'throughput': 0.5418778141032602, 'latency_mean': 1.8453361237049102, 'latency_p50': 1.860304594039917, 'latency_p90': 2.043825960159302}, {'batch_size': 3, 'throughput': 1.0955673028217647, 'latency_mean': 2.7307894730567934, 'latency_p50': 2.7442424297332764, 'latency_p90': 2.9804553508758547}, {'batch_size': 5, 'throughput': 1.4037933550812265, 'latency_mean': 3.544757696390152, 'latency_p50': 3.5506008863449097, 'latency_p90': 3.900921535491943}, {'batch_size': 6, 'throughput': 1.5027261387013973, 'latency_mean': 3.9612797021865847, 'latency_p50': 3.965580701828003, 'latency_p90': 4.467947673797608}, {'batch_size': 8, 'throughput': 1.6510753863600012, 'latency_mean': 4.810616999864578, 'latency_p50': 4.793102264404297, 'latency_p90': 5.505701947212219}, {'batch_size': 10, 'throughput': 1.7337226337389722, 'latency_mean': 5.725496554374695, 'latency_p50': 5.735994577407837, 'latency_p90': 6.465281629562377}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-exp-grpo-cp312-_36146_v52
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: 1.45
us_pacific_date: 2025-10-20
win_ratio: 0.5366465863453815
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': 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-v52-mkmlizer
Waiting for job on chaiml-exp-grpo-cp312-36146-v52-mkmlizer to finish
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
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chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║  belonging to:                                                      ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: Downloaded to shared memory in 88.798s
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: Checking if ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged already exists in ChaiML
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpk4anpbmu, device:0
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: quantized model in 299.021s
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: Processed model ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged in 387.820s
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: creating bucket guanaco-mkml-models
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v52/nvidia
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v52/nvidia/config.json
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v52/nvidia/special_tokens_map.json
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v52/nvidia/tokenizer_config.json
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v52/nvidia/tokenizer.json
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: DEBUG retryable error: RequestError: send request failed
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: caused by: Put "https://object.ord1.coreweave.com/guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v52/nvidia/flywheel_model.1.safetensors?partNumber=69&uploadId=2~Ezanb9oUAjA5vctC47jG6dvonxlef7r": write tcp 10.0.0.14:60682->216.153.53.63:443: write: connection reset by peer
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: 
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ERROR "cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v52/nvidia/flywheel_model.1.safetensors": MultipartUpload: upload multipart failed upload id: 2~Ezanb9oUAjA5vctC47jG6dvonxlef7r caused by: SignatureDoesNotMatch:  status code: 403, request id: tx00000e087bcc25cd78e85-0068f70a2b-12253e8123-default, host id:
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v52/nvidia/flywheel_model.0.safetensors
Job chaiml-exp-grpo-cp312-36146-v52-mkmlizer completed after 478.2s with status: failed
Stopping job with name chaiml-exp-grpo-cp312-36146-v52-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-exp-grpo-cp312-36146-v52-mkmlizer
Waiting for job on chaiml-exp-grpo-cp312-36146-v52-mkmlizer to finish
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║  belonging to:                                                      ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: Downloaded to shared memory in 87.825s
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: Checking if ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged already exists in ChaiML
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpiwlqjsma, device:0
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: quantized model in 289.931s
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: Processed model ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged in 377.756s
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: creating bucket guanaco-mkml-models
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v52/nvidia
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v52/nvidia/config.json
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v52/nvidia/special_tokens_map.json
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v52/nvidia/tokenizer_config.json
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v52/nvidia/tokenizer.json
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-v52-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v52/nvidia/flywheel_model.1.safetensors
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v52/nvidia/flywheel_model.0.safetensors
chaiml-exp-grpo-cp312-36146-v52-mkmlizer: 
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Job chaiml-exp-grpo-cp312-36146-v52-mkmlizer completed after 449.21s with status: succeeded
Stopping job with name chaiml-exp-grpo-cp312-36146-v52-mkmlizer
Pipeline stage MKMLizer completed in 929.25s
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-v52
Waiting for inference service chaiml-exp-grpo-cp312-36146-v52 to be ready
Inference service chaiml-exp-grpo-cp312-36146-v52 ready after 70.30593156814575s
Pipeline stage MKMLDeployer completed in 72.95s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.584595203399658s
Received healthy response to inference request in 1.7835934162139893s
Received healthy response to inference request in 1.8443870544433594s
Received healthy response to inference request in 1.9451444149017334s
Received healthy response to inference request in 1.892871379852295s
5 requests
0 failed requests
5th percentile: 1.7957521438598634
10th percentile: 1.8079108715057373
20th percentile: 1.8322283267974853
30th percentile: 1.8540839195251464
40th percentile: 1.8734776496887207
50th percentile: 1.892871379852295
60th percentile: 1.9137805938720702
70th percentile: 1.9346898078918457
80th percentile: 2.0730345726013186
90th percentile: 2.328814888000488
95th percentile: 2.456705045700073
99th percentile: 2.559017171859741
mean time: 2.010118293762207
Pipeline stage StressChecker completed in 12.10s
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 0.67s
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 0.64s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v52 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 2665.91s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v52 status is now inactive due to auto deactivation removed underperforming models
chaiml-exp-grpo-cp312-_36146_v52 status is now torndown due to DeploymentManager action