chaiml-mn12b-v2preferwi_13780

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn12b-v2preferwi_13780_v1
model_name: chaiml-mn12b-v2preferwi_13780_v1
model_group: ChaiML/mn12b_v2preferwin
status: torndown
timestamp: 2025-09-11T14:32:22+00:00
num_battles: 6254
num_wins: 3347
celo_rating: 1271.9
family_friendly_score: 0.558
family_friendly_standard_error: 0.007023332542319209
submission_type: basic
model_repo: ChaiML/mn12b_v2preferwin1syn1_tune4
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': 0.9365523457275121, 'latency_mean': 1.0676485693454743, 'latency_p50': 1.060989499092102, 'latency_p90': 1.1885674238204955}, {'batch_size': 5, 'throughput': 2.4665666176105026, 'latency_mean': 2.0216804921627043, 'latency_p50': 2.027011275291443, 'latency_p90': 2.2372423887252806}, {'batch_size': 10, 'throughput': 3.0615363474448545, 'latency_mean': 3.230645068883896, 'latency_p50': 3.2402998208999634, 'latency_p90': 3.6337810516357423}, {'batch_size': 15, 'throughput': 3.2864758728058026, 'latency_mean': 4.5003148257732395, 'latency_p50': 4.503854870796204, 'latency_p90': 5.157594108581543}, {'batch_size': 20, 'throughput': 3.3214822792857115, 'latency_mean': 5.90540776014328, 'latency_p50': 6.006446123123169, 'latency_p90': 6.9939196586608885}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn12b-v2preferwi_13780_v1
is_internal_developer: False
language_model: ChaiML/mn12b_v2preferwin1syn1_tune4
model_size: 13B
ranking_group: single
throughput_3p7s: 3.2
us_pacific_date: 2025-09-11
win_ratio: 0.5351774864086984
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-13780-v1-mkmlizer
Waiting for job on chaiml-mn12b-v2preferwi-13780-v1-mkmlizer to finish
chaiml-mn12b-v2preferwi-13780-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn12b-v2preferwi-13780-v1-mkmlizer: ║                                                                     ║
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chaiml-mn12b-v2preferwi-13780-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn12b-v2preferwi-13780-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn12b-v2preferwi-13780-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn12b-v2preferwi-13780-v1-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-13780-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn12b-v2preferwi-13780-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn12b-v2preferwi-13780-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn12b-v2preferwi-13780-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn12b-v2preferwi-13780-v1-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-13780-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn12b-v2preferwi-13780-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn12b-v2preferwi-13780-v1-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-13780-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn12b-v2preferwi-13780-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn12b-v2preferwi-13780-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn12b-v2preferwi-13780-v1-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-13780-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn12b-v2preferwi-13780-v1-mkmlizer: Downloaded to shared memory in 40.967s
chaiml-mn12b-v2preferwi-13780-v1-mkmlizer: Checking if ChaiML/mn12b_v2preferwin1syn1_tune4 already exists in ChaiML
chaiml-mn12b-v2preferwi-13780-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp0alzzb28, device:0
chaiml-mn12b-v2preferwi-13780-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn12b-v2preferwi-13780-v1-mkmlizer: quantized model in 146.867s
chaiml-mn12b-v2preferwi-13780-v1-mkmlizer: Processed model ChaiML/mn12b_v2preferwin1syn1_tune4 in 187.834s
chaiml-mn12b-v2preferwi-13780-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn12b-v2preferwi-13780-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn12b-v2preferwi-13780-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-13780-v1/nvidia
chaiml-mn12b-v2preferwi-13780-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-13780-v1/nvidia/config.json
chaiml-mn12b-v2preferwi-13780-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-13780-v1/nvidia/special_tokens_map.json
chaiml-mn12b-v2preferwi-13780-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-13780-v1/nvidia/tokenizer_config.json
chaiml-mn12b-v2preferwi-13780-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-13780-v1/nvidia/tokenizer.json
chaiml-mn12b-v2preferwi-13780-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-13780-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn12b-v2preferwi-13780-v1-mkmlizer completed after 245.94s with status: succeeded
Stopping job with name chaiml-mn12b-v2preferwi-13780-v1-mkmlizer
Pipeline stage MKMLizer completed in 246.43s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.23s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn12b-v2preferwi-13780-v1
Waiting for inference service chaiml-mn12b-v2preferwi-13780-v1 to be ready
Inference service chaiml-mn12b-v2preferwi-13780-v1 ready after 70.18153595924377s
Pipeline stage MKMLDeployer completed in 70.73s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.3929836750030518s
Received healthy response to inference request in 1.2099933624267578s
Received healthy response to inference request in 1.1221826076507568s
Received healthy response to inference request in 1.5682239532470703s
Received healthy response to inference request in 1.3380069732666016s
5 requests
0 failed requests
5th percentile: 1.139744758605957
10th percentile: 1.1573069095611572
20th percentile: 1.1924312114715576
30th percentile: 1.2355960845947265
40th percentile: 1.286801528930664
50th percentile: 1.3380069732666016
60th percentile: 1.3599976539611816
70th percentile: 1.3819883346557618
80th percentile: 1.4280317306518555
90th percentile: 1.4981278419494628
95th percentile: 1.5331758975982666
99th percentile: 1.5612143421173095
mean time: 1.3262781143188476
Pipeline stage StressChecker completed in 8.21s
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 0.77s
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 0.83s
Shutdown handler de-registered
chaiml-mn12b-v2preferwi_13780_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 2102.86s
Shutdown handler de-registered
chaiml-mn12b-v2preferwi_13780_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn12b-v2preferwi_13780_v1 status is now torndown due to DeploymentManager action