chaiml-mn12b-v2preferwi_36096

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn12b-v2preferwi_36096_v1
model_name: chaiml-mn12b-v2preferwi_36096_v1
model_group: ChaiML/mn12b_v2preferwin
status: torndown
timestamp: 2025-09-11T13:25:52+00:00
num_battles: 5731
num_wins: 3054
celo_rating: 1276.03
family_friendly_score: 0.5524
family_friendly_standard_error: 0.007032129691636808
submission_type: basic
model_repo: ChaiML/mn12b_v2preferwin1syn1_tune3
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': 0.9286011123657903, 'latency_mean': 1.0767683005332946, 'latency_p50': 1.0830806493759155, 'latency_p90': 1.194049096107483}, {'batch_size': 5, 'throughput': 2.463023153652238, 'latency_mean': 2.022083292007446, 'latency_p50': 2.0492684841156006, 'latency_p90': 2.2484806776046753}, {'batch_size': 10, 'throughput': 3.128923144375801, 'latency_mean': 3.161446508169174, 'latency_p50': 3.167265295982361, 'latency_p90': 3.5745662689208983}, {'batch_size': 15, 'throughput': 3.3286057965031888, 'latency_mean': 4.4522125840187075, 'latency_p50': 4.415005326271057, 'latency_p90': 5.108576464653015}, {'batch_size': 20, 'throughput': 3.3817876504486093, 'latency_mean': 5.801705392599106, 'latency_p50': 5.8367680311203, 'latency_p90': 6.606422209739685}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn12b-v2preferwi_36096_v1
is_internal_developer: False
language_model: ChaiML/mn12b_v2preferwin1syn1_tune3
model_size: 13B
ranking_group: single
throughput_3p7s: 3.27
us_pacific_date: 2025-09-11
win_ratio: 0.5328912929680684
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-36096-v1-mkmlizer
Waiting for job on chaiml-mn12b-v2preferwi-36096-v1-mkmlizer to finish
chaiml-mn12b-v2preferwi-36096-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn12b-v2preferwi-36096-v1-mkmlizer: ║                                                                     ║
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chaiml-mn12b-v2preferwi-36096-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn12b-v2preferwi-36096-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn12b-v2preferwi-36096-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn12b-v2preferwi-36096-v1-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-36096-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn12b-v2preferwi-36096-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn12b-v2preferwi-36096-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn12b-v2preferwi-36096-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn12b-v2preferwi-36096-v1-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-36096-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn12b-v2preferwi-36096-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn12b-v2preferwi-36096-v1-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-36096-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn12b-v2preferwi-36096-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn12b-v2preferwi-36096-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn12b-v2preferwi-36096-v1-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-36096-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-36096-v1-mkmlizer: Downloaded to shared memory in 47.036s
chaiml-mn12b-v2preferwi-36096-v1-mkmlizer: Checking if ChaiML/mn12b_v2preferwin1syn1_tune3 already exists in ChaiML
chaiml-mn12b-v2preferwi-36096-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpg27yv3uy, device:0
chaiml-mn12b-v2preferwi-36096-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn12b-v2preferwi-36096-v1-mkmlizer: quantized model in 163.106s
chaiml-mn12b-v2preferwi-36096-v1-mkmlizer: Processed model ChaiML/mn12b_v2preferwin1syn1_tune3 in 210.142s
chaiml-mn12b-v2preferwi-36096-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn12b-v2preferwi-36096-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn12b-v2preferwi-36096-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-36096-v1/nvidia
chaiml-mn12b-v2preferwi-36096-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-36096-v1/nvidia/special_tokens_map.json
chaiml-mn12b-v2preferwi-36096-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-36096-v1/nvidia/config.json
chaiml-mn12b-v2preferwi-36096-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-36096-v1/nvidia/tokenizer_config.json
chaiml-mn12b-v2preferwi-36096-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-36096-v1/nvidia/tokenizer.json
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-36096-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-36096-v1/nvidia/flywheel_model.0.safetensors
chaiml-mn12b-v2preferwi-36096-v1-mkmlizer: 
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Job chaiml-mn12b-v2preferwi-36096-v1-mkmlizer completed after 261.13s with status: succeeded
Stopping job with name chaiml-mn12b-v2preferwi-36096-v1-mkmlizer
Pipeline stage MKMLizer completed in 261.71s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn12b-v2preferwi-36096-v1
Waiting for inference service chaiml-mn12b-v2preferwi-36096-v1 to be ready
Inference service chaiml-mn12b-v2preferwi-36096-v1 ready after 70.48129987716675s
Pipeline stage MKMLDeployer completed in 70.89s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.4171440601348877s
Received healthy response to inference request in 1.2882637977600098s
Received healthy response to inference request in 1.0507361888885498s
Received healthy response to inference request in 1.0426573753356934s
Received healthy response to inference request in 1.5533459186553955s
5 requests
0 failed requests
5th percentile: 1.0442731380462646
10th percentile: 1.045888900756836
20th percentile: 1.0491204261779785
30th percentile: 1.0982417106628417
40th percentile: 1.1932527542114257
50th percentile: 1.2882637977600098
60th percentile: 1.339815902709961
70th percentile: 1.3913680076599122
80th percentile: 1.4443844318389893
90th percentile: 1.4988651752471924
95th percentile: 1.5261055469512939
99th percentile: 1.5478978443145752
mean time: 1.2704294681549073
Pipeline stage StressChecker completed in 7.98s
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 0.63s
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 0.73s
Shutdown handler de-registered
chaiml-mn12b-v2preferwi_36096_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 0.14s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn12b-v2preferwi-36096-v1-profiler
Waiting for inference service chaiml-mn12b-v2preferwi-36096-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 2147.67s
Shutdown handler de-registered
chaiml-mn12b-v2preferwi_36096_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn12b-v2preferwi_36096_v1 status is now torndown due to DeploymentManager action