chaiml-exp-grpo-cp312-_36146

developer_uid: rirv938
submission_id: chaiml-exp-grpo-cp312-_36146_v57
model_name: chaiml-exp-grpo-cp312-_36146_v57
model_group: ChaiML/exp_grpo_cp312_96
status: torndown
timestamp: 2025-10-21T19:14:21+00:00
num_battles: 5422
num_wins: 2982
celo_rating: 1308.84
family_friendly_score: 0.5442
family_friendly_standard_error: 0.00704338498166897
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: rirv938-iterative-rm-pa_25268_v4
latencies: [{'batch_size': 1, 'throughput': 0.5238130730914875, 'latency_mean': 1.9089652764797211, 'latency_p50': 1.912094235420227, 'latency_p90': 2.1104303121566774}, {'batch_size': 3, 'throughput': 1.015479096554751, 'latency_mean': 2.9479054522514345, 'latency_p50': 2.939923405647278, 'latency_p90': 3.272493076324463}, {'batch_size': 5, 'throughput': 1.2792616936803247, 'latency_mean': 3.869363901615143, 'latency_p50': 3.89666485786438, 'latency_p90': 4.351821327209472}, {'batch_size': 6, 'throughput': 1.3615419398584292, 'latency_mean': 4.391449360847473, 'latency_p50': 4.3888890743255615, 'latency_p90': 4.98113899230957}, {'batch_size': 8, 'throughput': 1.4690808409200833, 'latency_mean': 5.399128065109253, 'latency_p50': 5.390600681304932, 'latency_p90': 6.069009685516358}, {'batch_size': 10, 'throughput': 1.5592719347195403, 'latency_mean': 6.375034440755844, 'latency_p50': 6.37176251411438, 'latency_p90': 7.1506829261779785}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-exp-grpo-cp312-_36146_v57
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: 1.25
us_pacific_date: 2025-10-21
win_ratio: 0.549981556621173
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-v57-mkmlizer
Waiting for job on chaiml-exp-grpo-cp312-36146-v57-mkmlizer to finish
chaiml-exp-grpo-cp312-36146-v57-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp-grpo-cp312-36146-v57-mkmlizer: ║                                                                     ║
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chaiml-exp-grpo-cp312-36146-v57-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-exp-grpo-cp312-36146-v57-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v57-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-exp-grpo-cp312-36146-v57-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-exp-grpo-cp312-36146-v57-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-exp-grpo-cp312-36146-v57-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-exp-grpo-cp312-36146-v57-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v57-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-exp-grpo-cp312-36146-v57-mkmlizer: ║  belonging to:                                                      ║
chaiml-exp-grpo-cp312-36146-v57-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v57-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-exp-grpo-cp312-36146-v57-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-exp-grpo-cp312-36146-v57-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-exp-grpo-cp312-36146-v57-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v57-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-exp-grpo-cp312-36146-v57-mkmlizer: Downloaded to shared memory in 92.563s
chaiml-exp-grpo-cp312-36146-v57-mkmlizer: Checking if ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged already exists in ChaiML
chaiml-exp-grpo-cp312-36146-v57-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmppvpsdji0, device:0
chaiml-exp-grpo-cp312-36146-v57-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-exp-grpo-cp312-36146-v57-mkmlizer: creating bucket guanaco-mkml-models
chaiml-exp-grpo-cp312-36146-v57-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp-grpo-cp312-36146-v57-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v57/nvidia
chaiml-exp-grpo-cp312-36146-v57-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v57/nvidia/config.json
chaiml-exp-grpo-cp312-36146-v57-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v57/nvidia/special_tokens_map.json
chaiml-exp-grpo-cp312-36146-v57-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v57/nvidia/tokenizer_config.json
chaiml-exp-grpo-cp312-36146-v57-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v57/nvidia/tokenizer.json
chaiml-exp-grpo-cp312-36146-v57-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v57/nvidia/flywheel_model.1.safetensors
chaiml-exp-grpo-cp312-36146-v57-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v57/nvidia/flywheel_model.0.safetensors
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Job chaiml-exp-grpo-cp312-36146-v57-mkmlizer completed after 419.25s with status: succeeded
Stopping job with name chaiml-exp-grpo-cp312-36146-v57-mkmlizer
Pipeline stage MKMLizer completed in 419.75s
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-v57
Waiting for inference service chaiml-exp-grpo-cp312-36146-v57 to be ready
Inference service chaiml-exp-grpo-cp312-36146-v57 ready after 70.5395359992981s
Pipeline stage MKMLDeployer completed in 72.14s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1421148777008057s
Received healthy response to inference request in 2.780251979827881s
Received healthy response to inference request in 1.6948509216308594s
Received healthy response to inference request in 2.0384984016418457s
Received healthy response to inference request in 1.7241053581237793s
5 requests
0 failed requests
5th percentile: 1.7007018089294434
10th percentile: 1.7065526962280273
20th percentile: 1.7182544708251952
30th percentile: 1.7869839668273926
40th percentile: 1.9127411842346191
50th percentile: 2.0384984016418457
60th percentile: 2.0799449920654296
70th percentile: 2.1213915824890135
80th percentile: 2.269742298126221
90th percentile: 2.5249971389770507
95th percentile: 2.6526245594024656
99th percentile: 2.7547264957427977
mean time: 2.0759643077850343
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 0.82s
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 1.23s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v57 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 2878.76s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v57 status is now inactive due to auto deactivation removed underperforming models
chaiml-exp-grpo-cp312-_36146_v57 status is now torndown due to DeploymentManager action