developer_uid: bogoconic1
submission_id: chaiml-gy-exp2-sft-dpo-_16091_v1
model_name: chaiml-gy-exp2-sft-dpo-_16091_v1
model_group: ChaiML/gy-exp2-sft-dpo-n
status: torndown
timestamp: 2025-06-24T14:06:18+00:00
num_battles: 8007
num_wins: 4187
celo_rating: 1301.21
family_friendly_score: 0.48
family_friendly_standard_error: 0.007065408693062277
submission_type: basic
model_repo: ChaiML/gy-exp2-sft-dpo-nis-mistral32-preferences-sftv1-1306-ep2
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5846489274912591, 'latency_mean': 1.7103234565258025, 'latency_p50': 1.7121402025222778, 'latency_p90': 1.8680708169937132}, {'batch_size': 3, 'throughput': 1.0678788078041064, 'latency_mean': 2.8012757074832915, 'latency_p50': 2.7944090366363525, 'latency_p90': 3.1113718509674073}, {'batch_size': 5, 'throughput': 1.2635270552160134, 'latency_mean': 3.936013411283493, 'latency_p50': 3.931725859642029, 'latency_p90': 4.428024744987487}, {'batch_size': 6, 'throughput': 1.3204366081515704, 'latency_mean': 4.525773026943207, 'latency_p50': 4.509343147277832, 'latency_p90': 5.009599256515503}, {'batch_size': 8, 'throughput': 1.382410948333583, 'latency_mean': 5.7576231706142424, 'latency_p50': 5.798142671585083, 'latency_p90': 6.43836100101471}, {'batch_size': 10, 'throughput': 1.4237272758248447, 'latency_mean': 6.960250723361969, 'latency_p50': 6.944472074508667, 'latency_p90': 7.827205157279968}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-gy-exp2-sft-dpo-_16091_v1
is_internal_developer: False
language_model: ChaiML/gy-exp2-sft-dpo-nis-mistral32-preferences-sftv1-1306-ep2
model_size: 13B
ranking_group: single
throughput_3p7s: 1.24
us_pacific_date: 2025-06-24
win_ratio: 0.5229174472336705
generation_params: {'temperature': 0.45, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['\n', '<|im_end|>', '<|im_start|>'], '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': False}
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
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Running pipeline stage MKMLizer
Starting job with name chaiml-gy-exp2-sft-dpo-16091-v1-mkmlizer
Waiting for job on chaiml-gy-exp2-sft-dpo-16091-v1-mkmlizer to finish
chaiml-gy-exp2-sft-dpo-16091-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-gy-exp2-sft-dpo-16091-v1-mkmlizer: ║                                                                     ║
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chaiml-gy-exp2-sft-dpo-16091-v1-mkmlizer: ║                                                                     ║
chaiml-gy-exp2-sft-dpo-16091-v1-mkmlizer: ║  Version: 0.29.3                                                    ║
chaiml-gy-exp2-sft-dpo-16091-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-gy-exp2-sft-dpo-16091-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-gy-exp2-sft-dpo-16091-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-gy-exp2-sft-dpo-16091-v1-mkmlizer: ║                                                                     ║
chaiml-gy-exp2-sft-dpo-16091-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-gy-exp2-sft-dpo-16091-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-gy-exp2-sft-dpo-16091-v1-mkmlizer: ║                                                                     ║
chaiml-gy-exp2-sft-dpo-16091-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-gy-exp2-sft-dpo-16091-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-gy-exp2-sft-dpo-16091-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-gy-exp2-sft-dpo-16091-v1-mkmlizer: ║                                                                     ║
chaiml-gy-exp2-sft-dpo-16091-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-gy-exp2-sft-dpo-16091-v1-mkmlizer: Downloaded to shared memory in 42.224s
chaiml-gy-exp2-sft-dpo-16091-v1-mkmlizer: Checking if ChaiML/gy-exp2-sft-dpo-nis-mistral32-preferences-sftv1-1306-ep2 already exists in ChaiML
chaiml-gy-exp2-sft-dpo-16091-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpbor76gnk, device:0
chaiml-gy-exp2-sft-dpo-16091-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-gy-exp2-sft-dpo-16091-v1-mkmlizer: quantized model in 33.229s
chaiml-gy-exp2-sft-dpo-16091-v1-mkmlizer: Processed model ChaiML/gy-exp2-sft-dpo-nis-mistral32-preferences-sftv1-1306-ep2 in 75.454s
chaiml-gy-exp2-sft-dpo-16091-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-gy-exp2-sft-dpo-16091-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-gy-exp2-sft-dpo-16091-v1/config.json
chaiml-gy-exp2-sft-dpo-16091-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-gy-exp2-sft-dpo-16091-v1/special_tokens_map.json
chaiml-gy-exp2-sft-dpo-16091-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-gy-exp2-sft-dpo-16091-v1/tokenizer_config.json
chaiml-gy-exp2-sft-dpo-16091-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-gy-exp2-sft-dpo-16091-v1/tokenizer.json
chaiml-gy-exp2-sft-dpo-16091-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-gy-exp2-sft-dpo-16091-v1/flywheel_model.0.safetensors
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Job chaiml-gy-exp2-sft-dpo-16091-v1-mkmlizer completed after 104.88s with status: succeeded
Stopping job with name chaiml-gy-exp2-sft-dpo-16091-v1-mkmlizer
Pipeline stage MKMLizer completed in 105.46s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-gy-exp2-sft-dpo-16091-v1
Waiting for inference service chaiml-gy-exp2-sft-dpo-16091-v1 to be ready
Unable to record family friendly update due to error: HTTPConnectionPool(host='chaiml-nemo-guard-merged-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Max retries exceeded with url: /v1/models/GPT-J-6B-lit-v2:predict (Caused by ConnectTimeoutError(<urllib3.connection.HTTPConnection object at 0x7b65a84da0d0>, 'Connection to chaiml-nemo-guard-merged-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com timed out. (connect timeout=12.0)'))
Failed to get response for submission chaiml-giyu-disabled-hu_13897_v2: ('http://chaiml-giyu-disabled-hu-13897-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Inference service chaiml-gy-exp2-sft-dpo-16091-v1 ready after 130.72512030601501s
Pipeline stage MKMLDeployer completed in 131.28s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2249982357025146s
Received healthy response to inference request in 1.615621566772461s
Received healthy response to inference request in 1.8096342086791992s
Received healthy response to inference request in 1.7850818634033203s
Received healthy response to inference request in 1.6630604267120361s
5 requests
0 failed requests
5th percentile: 1.6251093387603759
10th percentile: 1.634597110748291
20th percentile: 1.6535726547241212
30th percentile: 1.687464714050293
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50th percentile: 1.7850818634033203
60th percentile: 1.7949028015136719
70th percentile: 1.8047237396240234
80th percentile: 1.8927070140838624
90th percentile: 2.0588526248931887
95th percentile: 2.1419254302978517
99th percentile: 2.208383674621582
mean time: 1.8196792602539062
Pipeline stage StressChecker completed in 10.63s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.69s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.69s
Shutdown handler de-registered
chaiml-gy-exp2-sft-dpo-_16091_v1 status is now deployed due to DeploymentManager action
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2976.83s
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chaiml-gy-exp2-sft-dpo-_16091_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-gy-exp2-sft-dpo-_16091_v1 status is now torndown due to DeploymentManager action