developer_uid: bogoconic1
submission_id: chaiml-gy-exp146-dpo-ex_52663_v6
model_name: chaiml-gy-exp146-dpo-ex_52663_v6
model_group: ChaiML/gy-exp146-dpo-exp
status: torndown
timestamp: 2025-07-14T07:01:23+00:00
num_battles: 7282
num_wins: 3910
celo_rating: 1325.79
family_friendly_score: 0.5326
family_friendly_standard_error: 0.0070560221088089
submission_type: basic
model_repo: ChaiML/gy-exp146-dpo-exp54ep6s2-gy-datamix-v3-bo8-dpo-chs-rej-reward-gt0.6-diffgt0.01-ep2
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5186306908501427, 'latency_mean': 1.9280570828914643, 'latency_p50': 1.9360450506210327, 'latency_p90': 2.130123424530029}, {'batch_size': 3, 'throughput': 1.0420940305394977, 'latency_mean': 2.8731203055381775, 'latency_p50': 2.8899072408676147, 'latency_p90': 3.137822914123535}, {'batch_size': 5, 'throughput': 1.3411439189542096, 'latency_mean': 3.7170283448696138, 'latency_p50': 3.713977098464966, 'latency_p90': 4.203465580940247}, {'batch_size': 6, 'throughput': 1.4498105820115805, 'latency_mean': 4.113521251678467, 'latency_p50': 4.114135503768921, 'latency_p90': 4.5857796430587765}, {'batch_size': 8, 'throughput': 1.582223082913337, 'latency_mean': 5.025188541412353, 'latency_p50': 5.045538783073425, 'latency_p90': 5.634707641601563}, {'batch_size': 10, 'throughput': 1.6586537037524325, 'latency_mean': 5.960434966087341, 'latency_p50': 5.9234431982040405, 'latency_p90': 6.779964661598205}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: chaiml-gy-exp146-dpo-ex_52663_v6
is_internal_developer: False
language_model: ChaiML/gy-exp146-dpo-exp54ep6s2-gy-datamix-v3-bo8-dpo-chs-rej-reward-gt0.6-diffgt0.01-ep2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.34
us_pacific_date: 2025-07-14
win_ratio: 0.5369404009887394
generation_params: {'temperature': 0.6, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['\n', '<|im_start|>', '<|im_end|>'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|system|>Family Friendly{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', 'truncate_by_message': True}
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-gy-exp146-dpo-ex-52663-v6-mkmlizer
Waiting for job on chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer to finish
chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer: ║                                                                     ║
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chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer: ║                                                                     ║
chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer: ║  Version: 0.29.15                                                   ║
chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer: ║                                                                     ║
chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer: ║  belonging to:                                                      ║
chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer: ║                                                                     ║
chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer: ║                                                                     ║
chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer: Downloaded to shared memory in 50.448s
chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer: Checking if ChaiML/gy-exp146-dpo-exp54ep6s2-gy-datamix-v3-bo8-dpo-chs-rej-reward-gt0.6-diffgt0.01-ep2 already exists in ChaiML
chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpt37vcyw3, device:0
chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer: quantized model in 48.349s
chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer: Processed model ChaiML/gy-exp146-dpo-exp54ep6s2-gy-datamix-v3-bo8-dpo-chs-rej-reward-gt0.6-diffgt0.01-ep2 in 98.798s
chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer: creating bucket guanaco-mkml-models
chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-gy-exp146-dpo-ex-52663-v6/nvidia
chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-gy-exp146-dpo-ex-52663-v6/nvidia/config.json
chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-gy-exp146-dpo-ex-52663-v6/nvidia/special_tokens_map.json
chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-gy-exp146-dpo-ex-52663-v6/nvidia/tokenizer_config.json
chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-gy-exp146-dpo-ex-52663-v6/nvidia/tokenizer.json
chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-gy-exp146-dpo-ex-52663-v6/nvidia/flywheel_model.1.safetensors
chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-gy-exp146-dpo-ex-52663-v6/nvidia/flywheel_model.0.safetensors
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Job chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer completed after 126.27s with status: succeeded
Stopping job with name chaiml-gy-exp146-dpo-ex-52663-v6-mkmlizer
Pipeline stage MKMLizer completed in 127.13s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-gy-exp146-dpo-ex-52663-v6
Waiting for inference service chaiml-gy-exp146-dpo-ex-52663-v6 to be ready
Inference service chaiml-gy-exp146-dpo-ex-52663-v6 ready after 220.77290749549866s
Pipeline stage MKMLDeployer completed in 221.24s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.9014182090759277s
Received healthy response to inference request in 1.90932297706604s
Received healthy response to inference request in 1.8387761116027832s
Received healthy response to inference request in 2.174577236175537s
5 requests
1 failed requests
5th percentile: 1.8528854846954346
10th percentile: 1.866994857788086
20th percentile: 1.8952136039733887
30th percentile: 1.9623738288879395
40th percentile: 2.068475532531738
50th percentile: 2.174577236175537
60th percentile: 2.4653136253356935
70th percentile: 2.7560500144958495
80th percentile: 6.351089048385623
90th percentile: 13.250430727005007
95th percentile: 16.700101566314693
99th percentile: 19.45983823776245
mean time: 5.794773387908935
%s, retrying in %s seconds...
Failed to get response for submission junhua024-chai-1-full-066126_v18: HTTPConnectionPool(host='junhua024-chai-1-full-066126-v18-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Received healthy response to inference request in 1.9046809673309326s
Received healthy response to inference request in 1.9379346370697021s
Received healthy response to inference request in 2.293158769607544s
Received healthy response to inference request in 2.287015438079834s
Received healthy response to inference request in 1.9583008289337158s
5 requests
0 failed requests
5th percentile: 1.9113317012786866
10th percentile: 1.9179824352264405
20th percentile: 1.9312839031219482
30th percentile: 1.942007875442505
40th percentile: 1.9501543521881104
50th percentile: 1.9583008289337158
60th percentile: 2.089786672592163
70th percentile: 2.22127251625061
80th percentile: 2.288244104385376
90th percentile: 2.29070143699646
95th percentile: 2.291930103302002
99th percentile: 2.2929130363464356
mean time: 2.0762181282043457
Pipeline stage StressChecker completed in 43.47s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.75s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 1.10s
Shutdown handler de-registered
chaiml-gy-exp146-dpo-ex_52663_v6 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 5797.36s
Shutdown handler de-registered
chaiml-gy-exp146-dpo-ex_52663_v6 status is now inactive due to auto deactivation removed underperforming models
chaiml-gy-exp146-dpo-ex_52663_v6 status is now torndown due to DeploymentManager action