developer_uid: rirv938
submission_id: chaiml-exp-grpo-cp312-_36146_v55
model_name: chaiml-exp-grpo-cp312-_36146_v55
model_group: ChaiML/exp_grpo_cp312_96
status: torndown
timestamp: 2025-10-21T18:24:43+00:00
num_battles: 5408
num_wins: 2915
celo_rating: 1302.19
family_friendly_score: 0.5426
family_friendly_standard_error: 0.007045356484948083
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': 0.5225313967327221, 'latency_mean': 1.9136620235443116, 'latency_p50': 1.916036605834961, 'latency_p90': 2.109664463996887}, {'batch_size': 3, 'throughput': 1.0271563403425008, 'latency_mean': 2.9113926243782045, 'latency_p50': 2.924712896347046, 'latency_p90': 3.184524965286255}, {'batch_size': 5, 'throughput': 1.311358449203978, 'latency_mean': 3.7957067215442657, 'latency_p50': 3.776343584060669, 'latency_p90': 4.36517858505249}, {'batch_size': 6, 'throughput': 1.39881422501497, 'latency_mean': 4.25482565164566, 'latency_p50': 4.268143057823181, 'latency_p90': 4.876455402374267}, {'batch_size': 8, 'throughput': 1.5029111265444748, 'latency_mean': 5.286877917051315, 'latency_p50': 5.315904378890991, 'latency_p90': 6.013781309127808}, {'batch_size': 10, 'throughput': 1.5867925206102893, 'latency_mean': 6.25539856672287, 'latency_p50': 6.243975281715393, 'latency_p90': 7.243395209312439}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-exp-grpo-cp312-_36146_v55
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: 1.29
us_pacific_date: 2025-10-21
win_ratio: 0.5390162721893491
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-v55-mkmlizer
Waiting for job on chaiml-exp-grpo-cp312-36146-v55-mkmlizer to finish
chaiml-exp-grpo-cp312-36146-v55-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp-grpo-cp312-36146-v55-mkmlizer: ║                                                                     ║
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chaiml-exp-grpo-cp312-36146-v55-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-exp-grpo-cp312-36146-v55-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v55-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-exp-grpo-cp312-36146-v55-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-exp-grpo-cp312-36146-v55-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-exp-grpo-cp312-36146-v55-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-exp-grpo-cp312-36146-v55-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v55-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-exp-grpo-cp312-36146-v55-mkmlizer: ║  belonging to:                                                      ║
chaiml-exp-grpo-cp312-36146-v55-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v55-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-exp-grpo-cp312-36146-v55-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-exp-grpo-cp312-36146-v55-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-exp-grpo-cp312-36146-v55-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v55-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-exp-grpo-cp312-36146-v55-mkmlizer: Downloaded to shared memory in 91.197s
chaiml-exp-grpo-cp312-36146-v55-mkmlizer: Checking if ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged already exists in ChaiML
chaiml-exp-grpo-cp312-36146-v55-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp8oq2sset, device:0
chaiml-exp-grpo-cp312-36146-v55-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-exp-grpo-cp312-36146-v55-mkmlizer: quantized model in 290.980s
chaiml-exp-grpo-cp312-36146-v55-mkmlizer: Processed model ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged in 382.178s
chaiml-exp-grpo-cp312-36146-v55-mkmlizer: creating bucket guanaco-mkml-models
chaiml-exp-grpo-cp312-36146-v55-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp-grpo-cp312-36146-v55-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v55/nvidia
chaiml-exp-grpo-cp312-36146-v55-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v55/nvidia/config.json
chaiml-exp-grpo-cp312-36146-v55-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v55/nvidia/special_tokens_map.json
chaiml-exp-grpo-cp312-36146-v55-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v55/nvidia/tokenizer_config.json
chaiml-exp-grpo-cp312-36146-v55-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v55/nvidia/tokenizer.json
chaiml-exp-grpo-cp312-36146-v55-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v55/nvidia/flywheel_model.1.safetensors
chaiml-exp-grpo-cp312-36146-v55-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v55/nvidia/flywheel_model.0.safetensors
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Job chaiml-exp-grpo-cp312-36146-v55-mkmlizer completed after 501.21s with status: succeeded
Stopping job with name chaiml-exp-grpo-cp312-36146-v55-mkmlizer
Pipeline stage MKMLizer completed in 501.83s
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-v55
Waiting for inference service chaiml-exp-grpo-cp312-36146-v55 to be ready
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', '')
Failed to get response for submission rirv938-iterative-rm-pa_44095_v1: HTTPConnectionPool(host='rirv938-iterative-rm-pa-44095-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Tearing down inference service chaiml-exp-grpo-cp312-36146-v55
%s, retrying in %s seconds...
Creating inference service chaiml-exp-grpo-cp312-36146-v55
Waiting for inference service chaiml-exp-grpo-cp312-36146-v55 to be ready
Inference service chaiml-exp-grpo-cp312-36146-v55 ready after 332.2132260799408s
Pipeline stage MKMLDeployer completed in 938.01s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.5781993865966797s
Received healthy response to inference request in 1.7067763805389404s
Received healthy response to inference request in 1.7018616199493408s
Received healthy response to inference request in 1.7223913669586182s
Received healthy response to inference request in 1.6776020526885986s
5 requests
0 failed requests
5th percentile: 1.6824539661407472
10th percentile: 1.6873058795928955
20th percentile: 1.6970097064971923
30th percentile: 1.7028445720672607
40th percentile: 1.7048104763031007
50th percentile: 1.7067763805389404
60th percentile: 1.7130223751068114
70th percentile: 1.7192683696746827
80th percentile: 1.8935529708862306
90th percentile: 2.235876178741455
95th percentile: 2.407037782669067
99th percentile: 2.5439670658111573
mean time: 1.8773661613464356
Pipeline stage StressChecker completed in 11.69s
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 0.65s
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 0.79s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v55 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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5255.73s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v55 status is now inactive due to auto deactivation removed underperforming models
chaiml-exp-grpo-cp312-_36146_v55 status is now torndown due to DeploymentManager action