chaiml-mn24b-v2preferwi_73014

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_73014_v5
model_name: chaiml-mn24b-v2preferwi_73014_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-20T17:23:26+00:00
num_battles: 5390
num_wins: 2777
celo_rating: 1275.33
family_friendly_score: 0.5569999999999999
family_friendly_standard_error: 0.007024969750824553
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_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': 0.5469879468028614, 'latency_mean': 1.8280706918239593, 'latency_p50': 1.8268998861312866, 'latency_p90': 2.0421345710754393}, {'batch_size': 3, 'throughput': 1.1049227176342182, 'latency_mean': 2.710489230155945, 'latency_p50': 2.705283045768738, 'latency_p90': 2.9809301137924193}, {'batch_size': 5, 'throughput': 1.410674569974927, 'latency_mean': 3.5241150963306427, 'latency_p50': 3.5182899236679077, 'latency_p90': 4.033218359947204}, {'batch_size': 6, 'throughput': 1.516586619368214, 'latency_mean': 3.9315462350845336, 'latency_p50': 3.9153276681900024, 'latency_p90': 4.475899696350098}, {'batch_size': 8, 'throughput': 1.6600295068449575, 'latency_mean': 4.783221269845963, 'latency_p50': 4.827669262886047, 'latency_p90': 5.494222736358642}, {'batch_size': 10, 'throughput': 1.7324703161343704, 'latency_mean': 5.7362467837333675, 'latency_p50': 5.693042516708374, 'latency_p90': 6.7483752250671385}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_73014_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-09-20
win_ratio: 0.515213358070501
generation_params: {'temperature': 0.8, '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-73014-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-73014-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-73014-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-73014-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-73014-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-73014-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-73014-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-73014-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-73014-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-73014-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-73014-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-73014-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-73014-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-73014-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-73014-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-73014-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-73014-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-73014-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-73014-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-73014-v5-mkmlizer: Downloaded to shared memory in 52.593s
chaiml-mn24b-v2preferwi-73014-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-73014-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp8twqth8b, device:0
chaiml-mn24b-v2preferwi-73014-v5-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-73014-v5-mkmlizer: quantized model in 284.614s
chaiml-mn24b-v2preferwi-73014-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune7 in 337.208s
chaiml-mn24b-v2preferwi-73014-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-73014-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-73014-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73014-v5/nvidia
chaiml-mn24b-v2preferwi-73014-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73014-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-73014-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73014-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-73014-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73014-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-73014-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73014-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-73014-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73014-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-73014-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73014-v5/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-73014-v5-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-73014-v5-mkmlizer completed after 489.57s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-73014-v5-mkmlizer
Pipeline stage MKMLizer completed in 490.20s
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-73014-v5
Waiting for inference service chaiml-mn24b-v2preferwi-73014-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-73014-v5 ready after 60.250998973846436s
Pipeline stage MKMLDeployer completed in 60.67s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4982874393463135s
Received healthy response to inference request in 1.7810938358306885s
Received healthy response to inference request in 1.5037155151367188s
Received healthy response to inference request in 1.673084020614624s
Received healthy response to inference request in 1.6300537586212158s
5 requests
0 failed requests
5th percentile: 1.5289831638336182
10th percentile: 1.5542508125305177
20th percentile: 1.6047861099243164
30th percentile: 1.6386598110198975
40th percentile: 1.6558719158172608
50th percentile: 1.673084020614624
60th percentile: 1.71628794670105
70th percentile: 1.7594918727874755
80th percentile: 1.9245325565338136
90th percentile: 2.2114099979400637
95th percentile: 2.354848718643188
99th percentile: 2.4695996952056882
mean time: 1.817246913909912
Pipeline stage StressChecker completed in 11.07s
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 0.66s
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_73014_v5 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 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-73014-v5-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-73014-v5-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 3073.28s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_73014_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_73014_v5 status is now torndown due to DeploymentManager action