chaiml-exp-grpo-cp312-_36146

developer_uid: zonemercy
submission_id: chaiml-exp-grpo-cp312-_36146_v40
model_name: chaiml-exp-grpo-cp312-_36146_v40
model_group: ChaiML/exp_grpo_cp312_96
status: torndown
timestamp: 2025-10-14T04:01:45+00:00
num_battles: 5266
num_wins: 2799
celo_rating: 1297.87
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': 0.5435740437639944, 'latency_mean': 1.8395540869235993, 'latency_p50': 1.82756769657135, 'latency_p90': 2.044138050079346}, {'batch_size': 3, 'throughput': 1.1021445974388573, 'latency_mean': 2.711270372867584, 'latency_p50': 2.722808837890625, 'latency_p90': 2.984782576560974}, {'batch_size': 5, 'throughput': 1.39337720403781, 'latency_mean': 3.5692722725868227, 'latency_p50': 3.582578659057617, 'latency_p90': 4.013970160484313}, {'batch_size': 6, 'throughput': 1.50559608330158, 'latency_mean': 3.9588880014419554, 'latency_p50': 3.939307451248169, 'latency_p90': 4.556137347221374}, {'batch_size': 8, 'throughput': 1.6509976960745312, 'latency_mean': 4.809542099237442, 'latency_p50': 4.792659282684326, 'latency_p90': 5.445880675315857}, {'batch_size': 10, 'throughput': 1.707865588170576, 'latency_mean': 5.807256896495819, 'latency_p50': 5.770217657089233, 'latency_p90': 6.624018573760987}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-exp-grpo-cp312-_36146_v40
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: 2025-10-13
win_ratio: 0.5315229775921003
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': ['You:', '\n', '###', '</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-v40-mkmlizer
Waiting for job on chaiml-exp-grpo-cp312-36146-v40-mkmlizer to finish
chaiml-exp-grpo-cp312-36146-v40-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp-grpo-cp312-36146-v40-mkmlizer: ║                                                                     ║
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chaiml-exp-grpo-cp312-36146-v40-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-exp-grpo-cp312-36146-v40-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v40-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-exp-grpo-cp312-36146-v40-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-exp-grpo-cp312-36146-v40-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-exp-grpo-cp312-36146-v40-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-exp-grpo-cp312-36146-v40-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v40-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-exp-grpo-cp312-36146-v40-mkmlizer: ║  belonging to:                                                      ║
chaiml-exp-grpo-cp312-36146-v40-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v40-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-exp-grpo-cp312-36146-v40-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-exp-grpo-cp312-36146-v40-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-exp-grpo-cp312-36146-v40-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v40-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-exp-grpo-cp312-36146-v40-mkmlizer: Downloaded to shared memory in 106.592s
chaiml-exp-grpo-cp312-36146-v40-mkmlizer: Checking if ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged already exists in ChaiML
chaiml-exp-grpo-cp312-36146-v40-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmphy3qg30f, device:0
chaiml-exp-grpo-cp312-36146-v40-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-v40-mkmlizer: quantized model in 288.821s
chaiml-exp-grpo-cp312-36146-v40-mkmlizer: Processed model ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged in 395.413s
chaiml-exp-grpo-cp312-36146-v40-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp-grpo-cp312-36146-v40-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v40/nvidia
chaiml-exp-grpo-cp312-36146-v40-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v40/nvidia/config.json
chaiml-exp-grpo-cp312-36146-v40-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v40/nvidia/special_tokens_map.json
chaiml-exp-grpo-cp312-36146-v40-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v40/nvidia/tokenizer_config.json
chaiml-exp-grpo-cp312-36146-v40-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v40/nvidia/tokenizer.json
chaiml-exp-grpo-cp312-36146-v40-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v40/nvidia/flywheel_model.1.safetensors
chaiml-exp-grpo-cp312-36146-v40-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v40/nvidia/flywheel_model.0.safetensors
chaiml-exp-grpo-cp312-36146-v40-mkmlizer: 
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Job chaiml-exp-grpo-cp312-36146-v40-mkmlizer completed after 510.86s with status: succeeded
Stopping job with name chaiml-exp-grpo-cp312-36146-v40-mkmlizer
Pipeline stage MKMLizer completed in 511.38s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.23s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-exp-grpo-cp312-36146-v40
Waiting for inference service chaiml-exp-grpo-cp312-36146-v40 to be ready
Inference service chaiml-exp-grpo-cp312-36146-v40 ready after 60.25077295303345s
Pipeline stage MKMLDeployer completed in 60.81s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4972522258758545s
Received healthy response to inference request in 2.4835524559020996s
Received healthy response to inference request in 2.254901647567749s
Received healthy response to inference request in 1.6831941604614258s
Received healthy response to inference request in 1.6665010452270508s
5 requests
0 failed requests
5th percentile: 1.6698396682739258
10th percentile: 1.6731782913208009
20th percentile: 1.6798555374145507
30th percentile: 1.7975356578826904
40th percentile: 2.0262186527252197
50th percentile: 2.254901647567749
60th percentile: 2.3463619709014893
70th percentile: 2.4378222942352297
80th percentile: 2.4862924098968504
90th percentile: 2.4917723178863525
95th percentile: 2.4945122718811037
99th percentile: 2.4967042350769044
mean time: 2.117080307006836
Pipeline stage StressChecker completed in 12.03s
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 1.42s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v40 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 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-exp-grpo-cp312-36146-v40-profiler
Waiting for inference service chaiml-exp-grpo-cp312-36146-v40-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 2840.75s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v40 status is now inactive due to auto deactivation removed underperforming models
chaiml-exp-grpo-cp312-_36146_v40 status is now torndown due to DeploymentManager action