developer_uid: zonemercy
submission_id: chaiml-exp-grpo-cp312-_36146_v32
model_name: chaiml-exp-grpo-cp312-_36146_v32
model_group: ChaiML/exp_grpo_cp312_96
status: torndown
timestamp: 2025-10-01T19:12:20+00:00
num_battles: 6052
num_wins: 3125
celo_rating: 1290.72
family_friendly_score: 0.5298
family_friendly_standard_error: 0.007058497857193129
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': 0.521811615136524, 'latency_mean': 1.9163031029701232, 'latency_p50': 1.9192935228347778, 'latency_p90': 2.1210264682769777}, {'batch_size': 3, 'throughput': 1.0035938209900241, 'latency_mean': 2.9854409646987916, 'latency_p50': 2.969607353210449, 'latency_p90': 3.262338471412659}, {'batch_size': 5, 'throughput': 1.2614089519755833, 'latency_mean': 3.9472379791736603, 'latency_p50': 3.966564655303955, 'latency_p90': 4.464858770370483}, {'batch_size': 6, 'throughput': 1.3421122831126635, 'latency_mean': 4.431297138929367, 'latency_p50': 4.404102325439453, 'latency_p90': 5.076670145988464}, {'batch_size': 8, 'throughput': 1.4505846688799138, 'latency_mean': 5.481687842607498, 'latency_p50': 5.477712512016296, 'latency_p90': 6.2370503664016725}, {'batch_size': 10, 'throughput': 1.511062277226899, 'latency_mean': 6.574782472848892, 'latency_p50': 6.513072490692139, 'latency_p90': 7.741231632232666}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-exp-grpo-cp312-_36146_v32
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: 1.21
us_pacific_date: 2025-10-01
win_ratio: 0.5163582286847324
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-v32-mkmlizer
Waiting for job on chaiml-exp-grpo-cp312-36146-v32-mkmlizer to finish
chaiml-exp-grpo-cp312-36146-v32-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp-grpo-cp312-36146-v32-mkmlizer: ║                                                                     ║
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chaiml-exp-grpo-cp312-36146-v32-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-exp-grpo-cp312-36146-v32-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-exp-grpo-cp312-36146-v32-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v32-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-exp-grpo-cp312-36146-v32-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-exp-grpo-cp312-36146-v32-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-exp-grpo-cp312-36146-v32-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-exp-grpo-cp312-36146-v32-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v32-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-exp-grpo-cp312-36146-v32-mkmlizer: ║  belonging to:                                                      ║
chaiml-exp-grpo-cp312-36146-v32-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v32-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-exp-grpo-cp312-36146-v32-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-exp-grpo-cp312-36146-v32-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-exp-grpo-cp312-36146-v32-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v32-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-exp-grpo-cp312-36146-v32-mkmlizer: Downloaded to shared memory in 114.889s
chaiml-exp-grpo-cp312-36146-v32-mkmlizer: Checking if ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged already exists in ChaiML
chaiml-exp-grpo-cp312-36146-v32-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp8kz4ibky, device:0
chaiml-exp-grpo-cp312-36146-v32-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-v32-mkmlizer: quantized model in 289.028s
chaiml-exp-grpo-cp312-36146-v32-mkmlizer: Processed model ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged in 403.918s
chaiml-exp-grpo-cp312-36146-v32-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp-grpo-cp312-36146-v32-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v32/nvidia
chaiml-exp-grpo-cp312-36146-v32-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v32/nvidia/config.json
chaiml-exp-grpo-cp312-36146-v32-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v32/nvidia/special_tokens_map.json
chaiml-exp-grpo-cp312-36146-v32-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v32/nvidia/tokenizer_config.json
chaiml-exp-grpo-cp312-36146-v32-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v32/nvidia/tokenizer.json
chaiml-exp-grpo-cp312-36146-v32-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v32/nvidia/flywheel_model.1.safetensors
chaiml-exp-grpo-cp312-36146-v32-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v32/nvidia/flywheel_model.0.safetensors
chaiml-exp-grpo-cp312-36146-v32-mkmlizer: 
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Job chaiml-exp-grpo-cp312-36146-v32-mkmlizer completed after 469.2s with status: succeeded
Stopping job with name chaiml-exp-grpo-cp312-36146-v32-mkmlizer
Pipeline stage MKMLizer completed in 470.21s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-exp-grpo-cp312-36146-v32
Waiting for inference service chaiml-exp-grpo-cp312-36146-v32 to be ready
Inference service chaiml-exp-grpo-cp312-36146-v32 ready after 60.28607368469238s
Pipeline stage MKMLDeployer completed in 60.87s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.10256290435791s
Received healthy response to inference request in 1.689209222793579s
Received healthy response to inference request in 1.9411954879760742s
Received healthy response to inference request in 1.9171359539031982s
Received healthy response to inference request in 2.2342045307159424s
5 requests
0 failed requests
5th percentile: 1.7347945690155029
10th percentile: 1.7803799152374267
20th percentile: 1.8715506076812745
30th percentile: 1.9219478607177733
40th percentile: 1.9315716743469238
50th percentile: 1.9411954879760742
60th percentile: 2.0057424545288085
70th percentile: 2.070289421081543
80th percentile: 2.1288912296295166
90th percentile: 2.1815478801727295
95th percentile: 2.207876205444336
99th percentile: 2.228938865661621
mean time: 1.9768616199493407
Pipeline stage StressChecker completed in 11.68s
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 0.73s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v32 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 2795.51s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v32 status is now inactive due to auto deactivation removed underperforming models
chaiml-exp-grpo-cp312-_36146_v32 status is now torndown due to DeploymentManager action