chaiml-mn12b-v2preferwin_6348

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn12b-v2preferwin_6348_v1
model_name: chaiml-mn12b-v2preferwin_6348_v1
model_group: ChaiML/mn12b_v2preferwin
status: torndown
timestamp: 2025-09-10T19:34:13+00:00
num_battles: 6288
num_wins: 3379
celo_rating: 1275.58
family_friendly_score: 0.5067999999999999
family_friendly_standard_error: 0.007070413849273605
submission_type: basic
model_repo: ChaiML/mn12b_v2preferwin1_tune1
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': 0.9338200754050475, 'latency_mean': 1.0707477688789369, 'latency_p50': 1.0642319917678833, 'latency_p90': 1.2002303838729858}, {'batch_size': 5, 'throughput': 2.4632452915386884, 'latency_mean': 2.0208153355121614, 'latency_p50': 2.026742458343506, 'latency_p90': 2.2506751298904417}, {'batch_size': 10, 'throughput': 3.100545242443586, 'latency_mean': 3.1921410369873047, 'latency_p50': 3.212138056755066, 'latency_p90': 3.651804995536804}, {'batch_size': 15, 'throughput': 3.274855644008204, 'latency_mean': 4.516105971336365, 'latency_p50': 4.485102415084839, 'latency_p90': 5.179877090454101}, {'batch_size': 20, 'throughput': 3.344922975711554, 'latency_mean': 5.871121565103531, 'latency_p50': 5.857891917228699, 'latency_p90': 6.872774362564087}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn12b-v2preferwin_6348_v1
is_internal_developer: False
language_model: ChaiML/mn12b_v2preferwin1_tune1
model_size: 13B
ranking_group: single
throughput_3p7s: 3.22
us_pacific_date: 2025-09-10
win_ratio: 0.5373727735368957
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-v2preferwin-6348-v1-mkmlizer
Waiting for job on chaiml-mn12b-v2preferwin-6348-v1-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', '')
chaiml-mn12b-v2preferwin-6348-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn12b-v2preferwin-6348-v1-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwin-6348-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-mn12b-v2preferwin-6348-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn12b-v2preferwin-6348-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn12b-v2preferwin-6348-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn12b-v2preferwin-6348-v1-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwin-6348-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn12b-v2preferwin-6348-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn12b-v2preferwin-6348-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn12b-v2preferwin-6348-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn12b-v2preferwin-6348-v1-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwin-6348-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn12b-v2preferwin-6348-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn12b-v2preferwin-6348-v1-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwin-6348-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn12b-v2preferwin-6348-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn12b-v2preferwin-6348-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn12b-v2preferwin-6348-v1-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwin-6348-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn12b-v2preferwin-6348-v1-mkmlizer: Downloaded to shared memory in 39.866s
chaiml-mn12b-v2preferwin-6348-v1-mkmlizer: Checking if ChaiML/mn12b_v2preferwin1_tune1 already exists in ChaiML
chaiml-mn12b-v2preferwin-6348-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmphszlmt8r, device:0
chaiml-mn12b-v2preferwin-6348-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-v2preferwin-6348-v1-mkmlizer: quantized model in 147.136s
chaiml-mn12b-v2preferwin-6348-v1-mkmlizer: Processed model ChaiML/mn12b_v2preferwin1_tune1 in 187.003s
chaiml-mn12b-v2preferwin-6348-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn12b-v2preferwin-6348-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn12b-v2preferwin-6348-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn12b-v2preferwin-6348-v1/nvidia
chaiml-mn12b-v2preferwin-6348-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwin-6348-v1/nvidia/config.json
chaiml-mn12b-v2preferwin-6348-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwin-6348-v1/nvidia/special_tokens_map.json
chaiml-mn12b-v2preferwin-6348-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwin-6348-v1/nvidia/tokenizer_config.json
chaiml-mn12b-v2preferwin-6348-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwin-6348-v1/nvidia/tokenizer.json
chaiml-mn12b-v2preferwin-6348-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn12b-v2preferwin-6348-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn12b-v2preferwin-6348-v1-mkmlizer completed after 226.89s with status: succeeded
Stopping job with name chaiml-mn12b-v2preferwin-6348-v1-mkmlizer
Pipeline stage MKMLizer completed in 227.31s
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-mn12b-v2preferwin-6348-v1
Waiting for inference service chaiml-mn12b-v2preferwin-6348-v1 to be ready
Inference service chaiml-mn12b-v2preferwin-6348-v1 ready after 70.12637114524841s
Pipeline stage MKMLDeployer completed in 70.70s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0089290142059326s
Received healthy response to inference request in 1.35560941696167s
Received healthy response to inference request in 1.120206594467163s
Received healthy response to inference request in 1.1344621181488037s
Received healthy response to inference request in 1.3016700744628906s
5 requests
0 failed requests
5th percentile: 1.1230576992034913
10th percentile: 1.1259088039398193
20th percentile: 1.1316110134124755
30th percentile: 1.1679037094116211
40th percentile: 1.2347868919372558
50th percentile: 1.3016700744628906
60th percentile: 1.3232458114624024
70th percentile: 1.3448215484619142
80th percentile: 1.4862733364105225
90th percentile: 1.7476011753082277
95th percentile: 1.87826509475708
99th percentile: 1.9827962303161621
mean time: 1.384175443649292
Pipeline stage StressChecker completed in 8.39s
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 0.71s
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 0.76s
Shutdown handler de-registered
chaiml-mn12b-v2preferwin_6348_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn12b-v2preferwin-6348-v1-profiler
Waiting for inference service chaiml-mn12b-v2preferwin-6348-v1-profiler to be ready
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 2179.03s
Shutdown handler de-registered
chaiml-mn12b-v2preferwin_6348_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn12b-v2preferwin_6348_v1 status is now torndown due to DeploymentManager action