chaiml-exp-grpo-cp312-_36146

developer_uid: zonemercy
submission_id: chaiml-exp-grpo-cp312-_36146_v34
model_name: chaiml-exp-grpo-cp312-_36146_v34
model_group: ChaiML/exp_grpo_cp312_96
status: torndown
timestamp: 2025-10-02T22:33:39+00:00
num_battles: 5225
num_wins: 2805
celo_rating: 1307.74
family_friendly_score: 0.521
family_friendly_standard_error: 0.007064828377250222
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': 0.5202685514966668, 'latency_mean': 1.921964019536972, 'latency_p50': 1.9452420473098755, 'latency_p90': 2.106924033164978}, {'batch_size': 3, 'throughput': 1.0289603929694195, 'latency_mean': 2.9090945184230805, 'latency_p50': 2.9210625886917114, 'latency_p90': 3.2675758600234985}, {'batch_size': 5, 'throughput': 1.307101562997232, 'latency_mean': 3.8125906705856325, 'latency_p50': 3.820182681083679, 'latency_p90': 4.348176646232605}, {'batch_size': 6, 'throughput': 1.384204629412409, 'latency_mean': 4.300305124521255, 'latency_p50': 4.290008068084717, 'latency_p90': 4.9295666217803955}, {'batch_size': 8, 'throughput': 1.5079233588895893, 'latency_mean': 5.267766412496567, 'latency_p50': 5.251185059547424, 'latency_p90': 5.958327078819274}, {'batch_size': 10, 'throughput': 1.5813967205408173, 'latency_mean': 6.278440152406692, 'latency_p50': 6.296146869659424, 'latency_p90': 7.176250076293945}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-exp-grpo-cp312-_36146_v34
is_internal_developer: True
language_model: ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged
model_size: 24B
ranking_group: single
throughput_3p7s: 1.28
us_pacific_date: 2025-10-02
win_ratio: 0.5368421052631579
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-v34-mkmlizer
Waiting for job on chaiml-exp-grpo-cp312-36146-v34-mkmlizer to finish
chaiml-exp-grpo-cp312-36146-v34-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp-grpo-cp312-36146-v34-mkmlizer: ║                                                                     ║
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chaiml-exp-grpo-cp312-36146-v34-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-exp-grpo-cp312-36146-v34-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v34-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-exp-grpo-cp312-36146-v34-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-exp-grpo-cp312-36146-v34-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-exp-grpo-cp312-36146-v34-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-exp-grpo-cp312-36146-v34-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v34-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-exp-grpo-cp312-36146-v34-mkmlizer: ║  belonging to:                                                      ║
chaiml-exp-grpo-cp312-36146-v34-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v34-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-exp-grpo-cp312-36146-v34-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-exp-grpo-cp312-36146-v34-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-exp-grpo-cp312-36146-v34-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v34-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-exp-grpo-cp312-36146-v34-mkmlizer: Downloaded to shared memory in 104.272s
chaiml-exp-grpo-cp312-36146-v34-mkmlizer: Checking if ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged already exists in ChaiML
chaiml-exp-grpo-cp312-36146-v34-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpyr3v7xlx, device:0
chaiml-exp-grpo-cp312-36146-v34-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-exp-grpo-cp312-36146-v34-mkmlizer: quantized model in 289.513s
chaiml-exp-grpo-cp312-36146-v34-mkmlizer: Processed model ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged in 393.786s
chaiml-exp-grpo-cp312-36146-v34-mkmlizer: creating bucket guanaco-mkml-models
chaiml-exp-grpo-cp312-36146-v34-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp-grpo-cp312-36146-v34-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v34/nvidia
chaiml-exp-grpo-cp312-36146-v34-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v34/nvidia/config.json
chaiml-exp-grpo-cp312-36146-v34-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v34/nvidia/special_tokens_map.json
chaiml-exp-grpo-cp312-36146-v34-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v34/nvidia/tokenizer_config.json
chaiml-exp-grpo-cp312-36146-v34-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v34/nvidia/tokenizer.json
chaiml-exp-grpo-cp312-36146-v34-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v34/nvidia/flywheel_model.1.safetensors
chaiml-exp-grpo-cp312-36146-v34-mkmlizer: 
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Job chaiml-exp-grpo-cp312-36146-v34-mkmlizer completed after 459.39s with status: succeeded
Stopping job with name chaiml-exp-grpo-cp312-36146-v34-mkmlizer
Pipeline stage MKMLizer completed in 460.04s
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-v34
Waiting for inference service chaiml-exp-grpo-cp312-36146-v34 to be ready
Inference service chaiml-exp-grpo-cp312-36146-v34 ready after 50.49873733520508s
Pipeline stage MKMLDeployer completed in 51.03s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.935458183288574s
Received healthy response to inference request in 2.0302114486694336s
Received healthy response to inference request in 2.235386371612549s
Received healthy response to inference request in 1.8430540561676025s
Received healthy response to inference request in 1.8087167739868164s
5 requests
0 failed requests
5th percentile: 1.8155842304229737
10th percentile: 1.822451686859131
20th percentile: 1.8361865997314453
30th percentile: 1.8804855346679688
40th percentile: 1.9553484916687012
50th percentile: 2.0302114486694336
60th percentile: 2.1122814178466798
70th percentile: 2.194351387023926
80th percentile: 2.375400733947754
90th percentile: 2.655429458618164
95th percentile: 2.795443820953369
99th percentile: 2.907455310821533
mean time: 2.170565366744995
Pipeline stage StressChecker completed in 12.38s
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 0.63s
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 0.61s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v34 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-v34-profiler
Waiting for inference service chaiml-exp-grpo-cp312-36146-v34-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 2651.61s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v34 status is now inactive due to auto deactivation removed underperforming models
chaiml-exp-grpo-cp312-_36146_v34 status is now torndown due to DeploymentManager action