developer_uid: chai_backend_admin
submission_id: chaiml-exp-grpo-cp312-_36146_v59
model_name: chaiml-exp-grpo-cp312-_36146_v59
model_group: ChaiML/exp_grpo_cp312_96
status: torndown
timestamp: 2025-11-21T19:51:12+00:00
num_battles: 1646727
num_wins: 869824
celo_rating: 1304.72
family_friendly_score: 0.5224
family_friendly_standard_error: 0.007063968289849552
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': 0.5245686307753936, 'latency_mean': 1.9062160551548004, 'latency_p50': 1.9091404676437378, 'latency_p90': 2.1098491191864013}, {'batch_size': 3, 'throughput': 1.015074919079054, 'latency_mean': 2.941843215227127, 'latency_p50': 2.9512054920196533, 'latency_p90': 3.199549698829651}, {'batch_size': 5, 'throughput': 1.2803835348085049, 'latency_mean': 3.888192753791809, 'latency_p50': 3.8735270500183105, 'latency_p90': 4.422435426712036}, {'batch_size': 6, 'throughput': 1.35754228459163, 'latency_mean': 4.388341306447983, 'latency_p50': 4.372150182723999, 'latency_p90': 5.011572694778442}, {'batch_size': 8, 'throughput': 1.476927046746987, 'latency_mean': 5.387315958738327, 'latency_p50': 5.4473594427108765, 'latency_p90': 6.098406195640564}, {'batch_size': 10, 'throughput': 1.5468821782794706, 'latency_mean': 6.42884128689766, 'latency_p50': 6.424131751060486, 'latency_p90': 7.3420977830886835}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-exp-grpo-cp312-_36146_v59
is_internal_developer: True
language_model: ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 1.24
us_pacific_date: 2025-11-18
win_ratio: 0.5282138447963749
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-v59-mkmlizer
Waiting for job on chaiml-exp-grpo-cp312-36146-v59-mkmlizer to finish
chaiml-exp-grpo-cp312-36146-v59-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp-grpo-cp312-36146-v59-mkmlizer: ║                                                                     ║
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chaiml-exp-grpo-cp312-36146-v59-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-exp-grpo-cp312-36146-v59-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v59-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-exp-grpo-cp312-36146-v59-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-exp-grpo-cp312-36146-v59-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-exp-grpo-cp312-36146-v59-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-exp-grpo-cp312-36146-v59-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v59-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-exp-grpo-cp312-36146-v59-mkmlizer: ║  belonging to:                                                      ║
chaiml-exp-grpo-cp312-36146-v59-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v59-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-exp-grpo-cp312-36146-v59-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-exp-grpo-cp312-36146-v59-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-exp-grpo-cp312-36146-v59-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v59-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission chaiml-csfs-v3-3-dpo-lr_86358_v2: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-csfs-v3-3-dpo-lr_86358_v2/predict', '{"detail":"Connection closed by server."}')
chaiml-exp-grpo-cp312-36146-v59-mkmlizer: Downloaded to shared memory in 102.392s
chaiml-exp-grpo-cp312-36146-v59-mkmlizer: Checking if ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged already exists in ChaiML
chaiml-exp-grpo-cp312-36146-v59-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpxrrdltyx, device:0
chaiml-exp-grpo-cp312-36146-v59-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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-v59-mkmlizer: quantized model in 293.658s
chaiml-exp-grpo-cp312-36146-v59-mkmlizer: Processed model ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged in 396.050s
chaiml-exp-grpo-cp312-36146-v59-mkmlizer: creating bucket guanaco-mkml-models
chaiml-exp-grpo-cp312-36146-v59-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp-grpo-cp312-36146-v59-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v59/nvidia
chaiml-exp-grpo-cp312-36146-v59-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v59/nvidia/config.json
chaiml-exp-grpo-cp312-36146-v59-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v59/nvidia/special_tokens_map.json
chaiml-exp-grpo-cp312-36146-v59-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v59/nvidia/tokenizer_config.json
chaiml-exp-grpo-cp312-36146-v59-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v59/nvidia/tokenizer.json
chaiml-exp-grpo-cp312-36146-v59-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v59/nvidia/flywheel_model.1.safetensors
chaiml-exp-grpo-cp312-36146-v59-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v59/nvidia/flywheel_model.0.safetensors
chaiml-exp-grpo-cp312-36146-v59-mkmlizer: 
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Job chaiml-exp-grpo-cp312-36146-v59-mkmlizer completed after 471.25s with status: succeeded
Stopping job with name chaiml-exp-grpo-cp312-36146-v59-mkmlizer
Pipeline stage MKMLizer completed in 471.78s
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-v59
Waiting for inference service chaiml-exp-grpo-cp312-36146-v59 to be ready
Inference service chaiml-exp-grpo-cp312-36146-v59 ready after 150.86173582077026s
Pipeline stage MKMLDeployer completed in 151.42s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3329710960388184s
Received healthy response to inference request in 1.8386101722717285s
Received healthy response to inference request in 1.9843640327453613s
Received healthy response to inference request in 1.6402230262756348s
Received healthy response to inference request in 1.6654605865478516s
5 requests
0 failed requests
5th percentile: 1.645270538330078
10th percentile: 1.6503180503845214
20th percentile: 1.6604130744934082
30th percentile: 1.700090503692627
40th percentile: 1.7693503379821778
50th percentile: 1.8386101722717285
60th percentile: 1.8969117164611817
70th percentile: 1.9552132606506347
80th percentile: 2.054085445404053
90th percentile: 2.1935282707214356
95th percentile: 2.2632496833801268
99th percentile: 2.31902681350708
mean time: 1.8923257827758788
Pipeline stage StressChecker completed in 11.13s
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 0.71s
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 0.68s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v59 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 0.10s
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-v59-profiler
Waiting for inference service chaiml-exp-grpo-cp312-36146-v59-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 2653.60s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v59 status is now inactive due to auto deactivation removed underperforming models
chaiml-exp-grpo-cp312-_36146_v59 status is now torndown due to DeploymentManager action