chaiml-mn12b-v2preferwi_18927

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn12b-v2preferwi_18927_v1
model_name: chaiml-mn12b-v2preferwi_18927_v1
model_group: ChaiML/mn12b_v2preferwin
status: torndown
timestamp: 2025-09-10T21:40:39+00:00
num_battles: 6191
num_wins: 3361
celo_rating: 1278.51
family_friendly_score: 0.509
family_friendly_standard_error: 0.007069922206078367
submission_type: basic
model_repo: ChaiML/mn12b_v2preferwin1_tune2
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': 0.9392367265300393, 'latency_mean': 1.0645717096328735, 'latency_p50': 1.0609899759292603, 'latency_p90': 1.1836085319519043}, {'batch_size': 5, 'throughput': 2.475362843580904, 'latency_mean': 2.0077648937702177, 'latency_p50': 1.9898251295089722, 'latency_p90': 2.2323036670684813}, {'batch_size': 10, 'throughput': 3.097934186625056, 'latency_mean': 3.2027379488945007, 'latency_p50': 3.2090866565704346, 'latency_p90': 3.626217985153198}, {'batch_size': 15, 'throughput': 3.291780287739214, 'latency_mean': 4.503937921524048, 'latency_p50': 4.48604691028595, 'latency_p90': 5.159011459350586}, {'batch_size': 20, 'throughput': 3.3383350208651312, 'latency_mean': 5.879933998584748, 'latency_p50': 5.860012769699097, 'latency_p90': 6.812515664100647}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn12b-v2preferwi_18927_v1
is_internal_developer: False
language_model: ChaiML/mn12b_v2preferwin1_tune2
model_size: 13B
ranking_group: single
throughput_3p7s: 3.22
us_pacific_date: 2025-09-10
win_ratio: 0.5428848328218382
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', '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-mn12b-v2preferwi-18927-v1-mkmlizer
Waiting for job on chaiml-mn12b-v2preferwi-18927-v1-mkmlizer to finish
chaiml-mn12b-v2preferwi-18927-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn12b-v2preferwi-18927-v1-mkmlizer: ║                                                                     ║
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chaiml-mn12b-v2preferwi-18927-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn12b-v2preferwi-18927-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn12b-v2preferwi-18927-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn12b-v2preferwi-18927-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn12b-v2preferwi-18927-v1-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-18927-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn12b-v2preferwi-18927-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn12b-v2preferwi-18927-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn12b-v2preferwi-18927-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn12b-v2preferwi-18927-v1-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-18927-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn12b-v2preferwi-18927-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn12b-v2preferwi-18927-v1-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-18927-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn12b-v2preferwi-18927-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn12b-v2preferwi-18927-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn12b-v2preferwi-18927-v1-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-18927-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn12b-v2preferwi-18927-v1-mkmlizer: Downloaded to shared memory in 41.745s
chaiml-mn12b-v2preferwi-18927-v1-mkmlizer: Checking if ChaiML/mn12b_v2preferwin1_tune2 already exists in ChaiML
chaiml-mn12b-v2preferwi-18927-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpfb1onj6y, device:0
chaiml-mn12b-v2preferwi-18927-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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-mn12b-v2preferwi-18927-v1-mkmlizer: quantized model in 147.934s
chaiml-mn12b-v2preferwi-18927-v1-mkmlizer: Processed model ChaiML/mn12b_v2preferwin1_tune2 in 189.680s
chaiml-mn12b-v2preferwi-18927-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn12b-v2preferwi-18927-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn12b-v2preferwi-18927-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-18927-v1/nvidia
chaiml-mn12b-v2preferwi-18927-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-18927-v1/nvidia/config.json
chaiml-mn12b-v2preferwi-18927-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-18927-v1/nvidia/special_tokens_map.json
chaiml-mn12b-v2preferwi-18927-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-18927-v1/nvidia/tokenizer_config.json
chaiml-mn12b-v2preferwi-18927-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-18927-v1/nvidia/tokenizer.json
chaiml-mn12b-v2preferwi-18927-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-18927-v1/nvidia/flywheel_model.0.safetensors
chaiml-mn12b-v2preferwi-18927-v1-mkmlizer: 
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Job chaiml-mn12b-v2preferwi-18927-v1-mkmlizer completed after 225.49s with status: succeeded
Stopping job with name chaiml-mn12b-v2preferwi-18927-v1-mkmlizer
Pipeline stage MKMLizer completed in 225.90s
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-mn12b-v2preferwi-18927-v1
Waiting for inference service chaiml-mn12b-v2preferwi-18927-v1 to be ready
Failed to get response for submission chaiml-ocean-life25051_60844_v23: HTTPConnectionPool(host='chaiml-ocean-life25051-60844-v23-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.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 0x75e734719bd0>, 'Connection to chaiml-ocean-life25051-60844-v23-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com timed out. (connect timeout=12.0)'))
Inference service chaiml-mn12b-v2preferwi-18927-v1 ready after 70.09554171562195s
Pipeline stage MKMLDeployer completed in 70.51s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.4882712364196777s
Received healthy response to inference request in 1.221541404724121s
Received healthy response to inference request in 1.0212581157684326s
Received healthy response to inference request in 1.280515432357788s
Received healthy response to inference request in 1.2614448070526123s
5 requests
0 failed requests
5th percentile: 1.0613147735595703
10th percentile: 1.101371431350708
20th percentile: 1.1814847469329834
30th percentile: 1.2295220851898194
40th percentile: 1.2454834461212159
50th percentile: 1.2614448070526123
60th percentile: 1.2690730571746827
70th percentile: 1.276701307296753
80th percentile: 1.322066593170166
90th percentile: 1.4051689147949218
95th percentile: 1.4467200756072998
99th percentile: 1.4799610042572022
mean time: 1.2546061992645263
Pipeline stage StressChecker completed in 7.52s
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 0.67s
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 0.65s
Shutdown handler de-registered
chaiml-mn12b-v2preferwi_18927_v1 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 1990.18s
Shutdown handler de-registered
chaiml-mn12b-v2preferwi_18927_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn12b-v2preferwi_18927_v1 status is now torndown due to DeploymentManager action