developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_47511_v2
model_name: chaiml-mn24b-v2preferwi_47511_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-23T17:42:37+00:00
num_battles: 5784
num_wins: 2995
celo_rating: 1280.03
family_friendly_score: 0.5506
family_friendly_standard_error: 0.007034765667739047
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune6
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': 0.5476432717593738, 'latency_mean': 1.825883240699768, 'latency_p50': 1.8366457223892212, 'latency_p90': 2.0364377021789553}, {'batch_size': 3, 'throughput': 1.1179323526752913, 'latency_mean': 2.6705557322502136, 'latency_p50': 2.6671653985977173, 'latency_p90': 3.025067853927612}, {'batch_size': 5, 'throughput': 1.4388924424242282, 'latency_mean': 3.456215599775314, 'latency_p50': 3.4767251014709473, 'latency_p90': 3.9291176080703734}, {'batch_size': 6, 'throughput': 1.559351893254031, 'latency_mean': 3.8219619786739347, 'latency_p50': 3.8157917261123657, 'latency_p90': 4.364468502998352}, {'batch_size': 8, 'throughput': 1.7186299458015815, 'latency_mean': 4.604247694015503, 'latency_p50': 4.578323721885681, 'latency_p90': 5.217457103729248}, {'batch_size': 10, 'throughput': 1.7999686719148116, 'latency_mean': 5.50482197523117, 'latency_p50': 5.428465723991394, 'latency_p90': 6.350420260429383}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_47511_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.53
us_pacific_date: 2025-09-23
win_ratio: 0.517807745504841
generation_params: {'temperature': 0.65, '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-47511-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-47511-v2-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-mn24b-v2preferwi-47511-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: Downloaded to shared memory in 51.258s
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp0uv1m9dh, device:0
chaiml-mn24b-v2preferwi-47511-v2-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-mn24b-v2preferwi-47511-v2-mkmlizer: quantized model in 294.071s
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune6 in 345.329s
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47511-v2/nvidia
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47511-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47511-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47511-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47511-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47511-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-47511-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47511-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-47511-v2-mkmlizer completed after 419.71s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-47511-v2-mkmlizer
Pipeline stage MKMLizer completed in 420.22s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-47511-v2
Waiting for inference service chaiml-mn24b-v2preferwi-47511-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-47511-v2 ready after 60.744890213012695s
Pipeline stage MKMLDeployer completed in 61.32s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.5529391765594482s
Received healthy response to inference request in 2.368046998977661s
Received healthy response to inference request in 2.0958611965179443s
Received healthy response to inference request in 1.9732770919799805s
Received healthy response to inference request in 1.775609016418457s
5 requests
0 failed requests
5th percentile: 1.8151426315307617
10th percentile: 1.8546762466430664
20th percentile: 1.9337434768676758
30th percentile: 1.9977939128875732
40th percentile: 2.046827554702759
50th percentile: 2.0958611965179443
60th percentile: 2.204735517501831
70th percentile: 2.3136098384857178
80th percentile: 2.4050254344940187
90th percentile: 2.4789823055267335
95th percentile: 2.5159607410430906
99th percentile: 2.545543489456177
mean time: 2.1531466960906984
Pipeline stage StressChecker completed in 12.28s
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 0.74s
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 0.65s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_47511_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 2840.55s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_47511_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_47511_v2 status is now torndown due to DeploymentManager action