developer_uid: zonemercy
submission_id: chaiml-exp-grpo-cp312-_36146_v37
model_name: chaiml-exp-grpo-cp312-_36146_v37
model_group: ChaiML/exp_grpo_cp312_96
status: torndown
timestamp: 2025-10-05T17:44:33+00:00
num_battles: 5967
num_wins: 3104
celo_rating: 1312.68
family_friendly_score: 0.5218
family_friendly_standard_error: 0.007064343706247595
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': 0.5479512561615104, 'latency_mean': 1.8248837792873382, 'latency_p50': 1.8301258087158203, 'latency_p90': 2.019191360473633}, {'batch_size': 3, 'throughput': 1.109066797518602, 'latency_mean': 2.7024321186542513, 'latency_p50': 2.716981291770935, 'latency_p90': 2.9784766912460325}, {'batch_size': 5, 'throughput': 1.4373326205219412, 'latency_mean': 3.4586113035678863, 'latency_p50': 3.4476155042648315, 'latency_p90': 4.027649164199829}, {'batch_size': 6, 'throughput': 1.5330606257334691, 'latency_mean': 3.8949642050266267, 'latency_p50': 3.919636607170105, 'latency_p90': 4.445197534561157}, {'batch_size': 8, 'throughput': 1.7146090159548646, 'latency_mean': 4.642989163398743, 'latency_p50': 4.658634901046753, 'latency_p90': 5.249754571914672}, {'batch_size': 10, 'throughput': 1.7864731912466005, 'latency_mean': 5.545783336162567, 'latency_p50': 5.513594031333923, 'latency_p90': 6.372240185737609}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-exp-grpo-cp312-_36146_v37
is_internal_developer: True
language_model: ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-10-05
win_ratio: 0.5201944025473437
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', 'You:', '</s>', '###'], '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-v37-mkmlizer
Waiting for job on chaiml-exp-grpo-cp312-36146-v37-mkmlizer to finish
chaiml-exp-grpo-cp312-36146-v37-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp-grpo-cp312-36146-v37-mkmlizer: ║                                                                     ║
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chaiml-exp-grpo-cp312-36146-v37-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-exp-grpo-cp312-36146-v37-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v37-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-exp-grpo-cp312-36146-v37-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-exp-grpo-cp312-36146-v37-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-exp-grpo-cp312-36146-v37-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-exp-grpo-cp312-36146-v37-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v37-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-exp-grpo-cp312-36146-v37-mkmlizer: ║  belonging to:                                                      ║
chaiml-exp-grpo-cp312-36146-v37-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v37-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-exp-grpo-cp312-36146-v37-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-exp-grpo-cp312-36146-v37-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-exp-grpo-cp312-36146-v37-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v37-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-exp-grpo-cp312-36146-v37-mkmlizer: Downloaded to shared memory in 97.366s
chaiml-exp-grpo-cp312-36146-v37-mkmlizer: Checking if ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged already exists in ChaiML
chaiml-exp-grpo-cp312-36146-v37-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpp3a_ju1y, device:0
chaiml-exp-grpo-cp312-36146-v37-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', '')
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-v37-mkmlizer: quantized model in 290.480s
chaiml-exp-grpo-cp312-36146-v37-mkmlizer: Processed model ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged in 387.847s
chaiml-exp-grpo-cp312-36146-v37-mkmlizer: creating bucket guanaco-mkml-models
chaiml-exp-grpo-cp312-36146-v37-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp-grpo-cp312-36146-v37-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v37/nvidia
chaiml-exp-grpo-cp312-36146-v37-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v37/nvidia/config.json
chaiml-exp-grpo-cp312-36146-v37-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v37/nvidia/special_tokens_map.json
chaiml-exp-grpo-cp312-36146-v37-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v37/nvidia/tokenizer_config.json
chaiml-exp-grpo-cp312-36146-v37-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v37/nvidia/tokenizer.json
chaiml-exp-grpo-cp312-36146-v37-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v37/nvidia/flywheel_model.1.safetensors
chaiml-exp-grpo-cp312-36146-v37-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v37/nvidia/flywheel_model.0.safetensors
chaiml-exp-grpo-cp312-36146-v37-mkmlizer: 
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Job chaiml-exp-grpo-cp312-36146-v37-mkmlizer completed after 489.91s with status: succeeded
Stopping job with name chaiml-exp-grpo-cp312-36146-v37-mkmlizer
Pipeline stage MKMLizer completed in 490.40s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-exp-grpo-cp312-36146-v37
Waiting for inference service chaiml-exp-grpo-cp312-36146-v37 to be ready
Inference service chaiml-exp-grpo-cp312-36146-v37 ready after 60.617835998535156s
Pipeline stage MKMLDeployer completed in 61.18s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0623044967651367s
Received healthy response to inference request in 2.059300661087036s
Received healthy response to inference request in 2.726776599884033s
Received healthy response to inference request in 2.334881544113159s
Received healthy response to inference request in 2.109013080596924s
5 requests
0 failed requests
5th percentile: 2.0599014282226564
10th percentile: 2.0605021953582763
20th percentile: 2.0617037296295164
30th percentile: 2.071646213531494
40th percentile: 2.090329647064209
50th percentile: 2.109013080596924
60th percentile: 2.199360466003418
70th percentile: 2.2897078514099123
80th percentile: 2.413260555267334
90th percentile: 2.5700185775756834
95th percentile: 2.6483975887298583
99th percentile: 2.7111007976531982
mean time: 2.258455276489258
Pipeline stage StressChecker completed in 13.21s
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 0.82s
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 0.99s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v37 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 2931.67s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v37 status is now inactive due to auto deactivation removed underperforming models
chaiml-exp-grpo-cp312-_36146_v37 status is now torndown due to DeploymentManager action