developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_76008_v3
model_name: chaiml-mn24b-v2preferwi_76008_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-17T14:49:48+00:00
num_battles: 6104
num_wins: 3150
celo_rating: 1268.64
family_friendly_score: 0.5618000000000001
family_friendly_standard_error: 0.007016847725296595
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune7
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5459165223732242, 'latency_mean': 1.8316587567329408, 'latency_p50': 1.8194438219070435, 'latency_p90': 2.0267253637313845}, {'batch_size': 3, 'throughput': 1.107999658769293, 'latency_mean': 2.704235552549362, 'latency_p50': 2.7022500038146973, 'latency_p90': 3.0406090021133423}, {'batch_size': 5, 'throughput': 1.4243331705096212, 'latency_mean': 3.4875982642173766, 'latency_p50': 3.4482154846191406, 'latency_p90': 3.954587388038635}, {'batch_size': 6, 'throughput': 1.5433421706082209, 'latency_mean': 3.8745886194705963, 'latency_p50': 3.877159595489502, 'latency_p90': 4.359643673896789}, {'batch_size': 8, 'throughput': 1.681359874456017, 'latency_mean': 4.718433834314347, 'latency_p50': 4.693765878677368, 'latency_p90': 5.4243834733963014}, {'batch_size': 10, 'throughput': 1.769571864682201, 'latency_mean': 5.596467872858048, 'latency_p50': 5.587629795074463, 'latency_p90': 6.4388686418533325}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_76008_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-17
win_ratio: 0.5160550458715596
generation_params: {'temperature': 0.7, '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': '\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-mn24b-v2preferwi-76008-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-76008-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: Downloaded to shared memory in 64.331s
chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo4_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpz02ap7a0, device:0
chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: quantized model in 288.375s
chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo4_tune7 in 352.706s
chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76008-v3/nvidia
chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76008-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76008-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76008-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76008-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-76008-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76008-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-76008-v3-mkmlizer completed after 469.62s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-76008-v3-mkmlizer
Pipeline stage MKMLizer completed in 470.81s
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-mn24b-v2preferwi-76008-v3
Waiting for inference service chaiml-mn24b-v2preferwi-76008-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-76008-v3 ready after 40.39981245994568s
Pipeline stage MKMLDeployer completed in 41.03s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0942530632019043s
Received healthy response to inference request in 1.8509776592254639s
Received healthy response to inference request in 2.095270872116089s
Received healthy response to inference request in 2.104489803314209s
Received healthy response to inference request in 2.139693260192871s
5 requests
0 failed requests
5th percentile: 1.899632740020752
10th percentile: 1.9482878208160401
20th percentile: 2.0455979824066164
30th percentile: 2.0944566249847414
40th percentile: 2.094863748550415
50th percentile: 2.095270872116089
60th percentile: 2.098958444595337
70th percentile: 2.102646017074585
80th percentile: 2.1115304946899416
90th percentile: 2.1256118774414063
95th percentile: 2.1326525688171385
99th percentile: 2.1382851219177246
mean time: 2.0569369316101076
Pipeline stage StressChecker completed in 11.84s
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 0.72s
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 0.70s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_76008_v3 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 2737.97s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_76008_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_76008_v3 status is now torndown due to DeploymentManager action