chaiml-mn12b-v2preferwi_89475

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn12b-v2preferwi_89475_v2
model_name: chaiml-mn12b-v2preferwi_89475_v2
model_group: ChaiML/mn12b_v2preferwin
status: torndown
timestamp: 2025-09-11T00:33:13+00:00
num_battles: 6040
num_wins: 3233
celo_rating: 1276.72
family_friendly_score: 0.5586
family_friendly_standard_error: 0.0070223363633480276
submission_type: basic
model_repo: ChaiML/mn12b_v2preferwin1syn1_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': 0.9254580666922292, 'latency_mean': 1.080447919368744, 'latency_p50': 1.0809732675552368, 'latency_p90': 1.1991512537002564}, {'batch_size': 5, 'throughput': 2.486535849245014, 'latency_mean': 1.9930271363258363, 'latency_p50': 1.9901368618011475, 'latency_p90': 2.2090997457504273}, {'batch_size': 10, 'throughput': 3.0804603157946566, 'latency_mean': 3.2103251600265503, 'latency_p50': 3.2122573852539062, 'latency_p90': 3.6826199769973753}, {'batch_size': 15, 'throughput': 3.3407425829749067, 'latency_mean': 4.426276811361313, 'latency_p50': 4.452284932136536, 'latency_p90': 5.159863352775574}, {'batch_size': 20, 'throughput': 3.3973237355283152, 'latency_mean': 5.78148398399353, 'latency_p50': 5.796242117881775, 'latency_p90': 6.8530758142471315}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn12b-v2preferwi_89475_v2
is_internal_developer: False
language_model: ChaiML/mn12b_v2preferwin1syn1_tune1
model_size: 13B
ranking_group: single
throughput_3p7s: 3.25
us_pacific_date: 2025-09-10
win_ratio: 0.5352649006622516
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-89475-v2-mkmlizer
Waiting for job on chaiml-mn12b-v2preferwi-89475-v2-mkmlizer to finish
chaiml-mn12b-v2preferwi-89475-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn12b-v2preferwi-89475-v2-mkmlizer: ║                                                                     ║
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chaiml-mn12b-v2preferwi-89475-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn12b-v2preferwi-89475-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn12b-v2preferwi-89475-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn12b-v2preferwi-89475-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn12b-v2preferwi-89475-v2-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-89475-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn12b-v2preferwi-89475-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn12b-v2preferwi-89475-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn12b-v2preferwi-89475-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn12b-v2preferwi-89475-v2-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-89475-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn12b-v2preferwi-89475-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn12b-v2preferwi-89475-v2-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-89475-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn12b-v2preferwi-89475-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn12b-v2preferwi-89475-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn12b-v2preferwi-89475-v2-mkmlizer: ║                                                                     ║
chaiml-mn12b-v2preferwi-89475-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn12b-v2preferwi-89475-v2-mkmlizer: Downloaded to shared memory in 34.505s
chaiml-mn12b-v2preferwi-89475-v2-mkmlizer: Checking if ChaiML/mn12b_v2preferwin1syn1_tune1 already exists in ChaiML
chaiml-mn12b-v2preferwi-89475-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp2fxlst7y, device:0
chaiml-mn12b-v2preferwi-89475-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn12b-v2preferwi-89475-v2-mkmlizer: quantized model in 147.364s
chaiml-mn12b-v2preferwi-89475-v2-mkmlizer: Processed model ChaiML/mn12b_v2preferwin1syn1_tune1 in 181.870s
chaiml-mn12b-v2preferwi-89475-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn12b-v2preferwi-89475-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn12b-v2preferwi-89475-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-89475-v2/nvidia
chaiml-mn12b-v2preferwi-89475-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-89475-v2/nvidia/special_tokens_map.json
chaiml-mn12b-v2preferwi-89475-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-89475-v2/nvidia/config.json
chaiml-mn12b-v2preferwi-89475-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-89475-v2/nvidia/tokenizer_config.json
chaiml-mn12b-v2preferwi-89475-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-89475-v2/nvidia/tokenizer.json
chaiml-mn12b-v2preferwi-89475-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn12b-v2preferwi-89475-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn12b-v2preferwi-89475-v2-mkmlizer completed after 224.97s with status: succeeded
Stopping job with name chaiml-mn12b-v2preferwi-89475-v2-mkmlizer
Pipeline stage MKMLizer completed in 225.38s
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-89475-v2
Waiting for inference service chaiml-mn12b-v2preferwi-89475-v2 to be ready
Inference service chaiml-mn12b-v2preferwi-89475-v2 ready after 70.15238523483276s
Pipeline stage MKMLDeployer completed in 70.58s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.473719835281372s
Received healthy response to inference request in 1.0667657852172852s
Received healthy response to inference request in 1.257692813873291s
Received healthy response to inference request in 1.098100185394287s
Received healthy response to inference request in 1.1342689990997314s
5 requests
0 failed requests
5th percentile: 1.0730326652526856
10th percentile: 1.079299545288086
20th percentile: 1.0918333053588867
30th percentile: 1.1053339481353759
40th percentile: 1.1198014736175537
50th percentile: 1.1342689990997314
60th percentile: 1.1836385250091552
70th percentile: 1.233008050918579
80th percentile: 1.3008982181549074
90th percentile: 1.3873090267181396
95th percentile: 1.4305144309997557
99th percentile: 1.4650787544250488
mean time: 1.2061095237731934
Pipeline stage StressChecker completed in 7.48s
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 0.65s
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 0.62s
Shutdown handler de-registered
chaiml-mn12b-v2preferwi_89475_v2 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 2721.30s
Shutdown handler de-registered
chaiml-mn12b-v2preferwi_89475_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn12b-v2preferwi_89475_v2 status is now torndown due to DeploymentManager action