chaiml-exp-grpo-cp312-_36146

developer_uid: rirv938
submission_id: chaiml-exp-grpo-cp312-_36146_v47
model_name: chaiml-exp-grpo-cp312-_36146_v47
model_group: ChaiML/exp_grpo_cp312_96
status: torndown
timestamp: 2025-10-18T17:45:41+00:00
num_battles: 5776
num_wins: 3135
celo_rating: 1308.02
family_friendly_score: 0.5362
family_friendly_standard_error: 0.007052511042174979
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-par_3244_v2
latencies: [{'batch_size': 1, 'throughput': 0.5297388752946747, 'latency_mean': 1.887598762512207, 'latency_p50': 1.892926573753357, 'latency_p90': 2.1027796506881713}, {'batch_size': 3, 'throughput': 1.0367267049121307, 'latency_mean': 2.889940356016159, 'latency_p50': 2.8851478099823, 'latency_p90': 3.1735084533691404}, {'batch_size': 5, 'throughput': 1.3074078048957782, 'latency_mean': 3.8010601878166197, 'latency_p50': 3.820962905883789, 'latency_p90': 4.169551110267639}, {'batch_size': 6, 'throughput': 1.4012969723949202, 'latency_mean': 4.258598692417145, 'latency_p50': 4.252750396728516, 'latency_p90': 4.796601796150208}, {'batch_size': 8, 'throughput': 1.519703999929361, 'latency_mean': 5.237529661655426, 'latency_p50': 5.265259265899658, 'latency_p90': 6.03821976184845}, {'batch_size': 10, 'throughput': 1.5916609870295406, 'latency_mean': 6.228310821056366, 'latency_p50': 6.234285354614258, 'latency_p90': 6.993422126770019}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-exp-grpo-cp312-_36146_v47
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: 2025-10-18
win_ratio: 0.5427631578947368
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-v47-mkmlizer
Waiting for job on chaiml-exp-grpo-cp312-36146-v47-mkmlizer to finish
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 chaiml-mistral31-24b-s_69496_v49: HTTPConnectionPool(host='chaiml-mistral31-24b-s-69496-v49-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission rirv938-iterative-rm-pa_59202_v1: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-exp-grpo-cp312-_36146_v23/predict', '{"detail":"No connection available."}')
Failed to get response for submission chaiml-mistral31-24b-s_69496_v46: HTTPConnectionPool(host='chaiml-mistral31-24b-s-69496-v46-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-mistral31-24b-s_69496_v47: HTTPConnectionPool(host='chaiml-mistral31-24b-s-69496-v47-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-mistral31-24b-s_69496_v50: HTTPConnectionPool(host='chaiml-mistral31-24b-s-69496-v50-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-mistral31-24b-s_69496_v46: HTTPConnectionPool(host='chaiml-mistral31-24b-s-69496-v46-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
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 chaiml-mistral31-24b-s_69496_v47: HTTPConnectionPool(host='chaiml-mistral31-24b-s-69496-v47-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-exp-grpo-cp312-36146-v47-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp-grpo-cp312-36146-v47-mkmlizer: ║                                                                     ║
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chaiml-exp-grpo-cp312-36146-v47-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-exp-grpo-cp312-36146-v47-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v47-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-exp-grpo-cp312-36146-v47-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-exp-grpo-cp312-36146-v47-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-exp-grpo-cp312-36146-v47-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-exp-grpo-cp312-36146-v47-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v47-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-exp-grpo-cp312-36146-v47-mkmlizer: ║  belonging to:                                                      ║
chaiml-exp-grpo-cp312-36146-v47-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v47-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-exp-grpo-cp312-36146-v47-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-exp-grpo-cp312-36146-v47-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-exp-grpo-cp312-36146-v47-mkmlizer: ║                                                                     ║
chaiml-exp-grpo-cp312-36146-v47-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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 chaiml-mistral31-24b-s_69496_v49: HTTPConnectionPool(host='chaiml-mistral31-24b-s-69496-v49-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-mistral31-24b-s_69496_v47: HTTPConnectionPool(host='chaiml-mistral31-24b-s-69496-v47-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-mistral31-24b-s_69496_v46: HTTPConnectionPool(host='chaiml-mistral31-24b-s-69496-v46-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-exp-grpo-cp312-36146-v47-mkmlizer: Downloaded to shared memory in 87.352s
chaiml-exp-grpo-cp312-36146-v47-mkmlizer: Checking if ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged already exists in ChaiML
chaiml-exp-grpo-cp312-36146-v47-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpou4xkqbj, device:0
chaiml-exp-grpo-cp312-36146-v47-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-mistral31-24b-s_69496_v47: HTTPConnectionPool(host='chaiml-mistral31-24b-s-69496-v47-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-mistral31-24b-s_69496_v47: HTTPConnectionPool(host='chaiml-mistral31-24b-s-69496-v47-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-exp-grpo-cp312-_36146_v45: HTTPConnectionPool(host='rirv938-iterative-rm-pa-25268-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-exp-grpo-cp312-36146-v47-mkmlizer: quantized model in 294.211s
chaiml-exp-grpo-cp312-36146-v47-mkmlizer: Processed model ChaiML/exp_grpo_cp312_96ff_b6_r2_less_ff_merged in 381.564s
chaiml-exp-grpo-cp312-36146-v47-mkmlizer: creating bucket guanaco-mkml-models
chaiml-exp-grpo-cp312-36146-v47-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp-grpo-cp312-36146-v47-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v47/nvidia
chaiml-exp-grpo-cp312-36146-v47-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v47/nvidia/config.json
chaiml-exp-grpo-cp312-36146-v47-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v47/nvidia/special_tokens_map.json
chaiml-exp-grpo-cp312-36146-v47-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v47/nvidia/tokenizer_config.json
Failed to get response for submission chaiml-mistral31-24b-s_69496_v47: HTTPConnectionPool(host='chaiml-mistral31-24b-s-69496-v47-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
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-v47-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v47/nvidia/flywheel_model.1.safetensors
chaiml-exp-grpo-cp312-36146-v47-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp-grpo-cp312-36146-v47/nvidia/flywheel_model.0.safetensors
chaiml-exp-grpo-cp312-36146-v47-mkmlizer: 
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Job chaiml-exp-grpo-cp312-36146-v47-mkmlizer completed after 1350.7s with status: succeeded
Stopping job with name chaiml-exp-grpo-cp312-36146-v47-mkmlizer
Pipeline stage MKMLizer completed in 1351.81s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-exp-grpo-cp312-36146-v47
Waiting for inference service chaiml-exp-grpo-cp312-36146-v47 to be ready
Failed to get response for submission chaiml-exp-grpo-cp312-_36146_v44: HTTPConnectionPool(host='chaiml-exp-grpo-cp312-36146-v44-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-mistral31-24b-s_69496_v47: HTTPConnectionPool(host='chaiml-mistral31-24b-s-69496-v47-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-mistral31-24b-s_69496_v46: HTTPConnectionPool(host='chaiml-mistral31-24b-s-69496-v46-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-exp-grpo-cp312-36146-v47 ready after 160.74446439743042s
Pipeline stage MKMLDeployer completed in 161.26s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0207974910736084s
Received healthy response to inference request in 2.7575888633728027s
Received healthy response to inference request in 1.7113752365112305s
Received healthy response to inference request in 1.6802771091461182s
Received healthy response to inference request in 1.69533371925354s
5 requests
0 failed requests
5th percentile: 1.6832884311676026
10th percentile: 1.6862997531890869
20th percentile: 1.6923223972320556
30th percentile: 1.698542022705078
40th percentile: 1.7049586296081543
50th percentile: 1.7113752365112305
60th percentile: 1.8351441383361817
70th percentile: 1.9589130401611328
80th percentile: 2.1681557655334474
90th percentile: 2.462872314453125
95th percentile: 2.610230588912964
99th percentile: 2.728117208480835
mean time: 1.97307448387146
Pipeline stage StressChecker completed in 11.48s
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 0.68s
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 0.67s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v47 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 2843.93s
Shutdown handler de-registered
chaiml-exp-grpo-cp312-_36146_v47 status is now inactive due to auto deactivation removed underperforming models
chaiml-exp-grpo-cp312-_36146_v47 status is now torndown due to DeploymentManager action