developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_30134_v5
model_name: chaiml-mn24b-v2preferwi_30134_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-24T18:41:31+00:00
num_battles: 6011
num_wins: 3049
celo_rating: 1265.02
family_friendly_score: 0.5508
family_friendly_standard_error: 0.007034477379308288
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_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': 0.5473125245813625, 'latency_mean': 1.8269885849952698, 'latency_p50': 1.8449933528900146, 'latency_p90': 2.0162966728210447}, {'batch_size': 3, 'throughput': 1.1231897551738284, 'latency_mean': 2.661718671321869, 'latency_p50': 2.6779842376708984, 'latency_p90': 2.928259539604187}, {'batch_size': 5, 'throughput': 1.448089923636608, 'latency_mean': 3.43460560798645, 'latency_p50': 3.4539114236831665, 'latency_p90': 3.8995797395706178}, {'batch_size': 6, 'throughput': 1.566718544550602, 'latency_mean': 3.80944909453392, 'latency_p50': 3.80278742313385, 'latency_p90': 4.376898717880249}, {'batch_size': 8, 'throughput': 1.7005255627704738, 'latency_mean': 4.673047387599945, 'latency_p50': 4.648953199386597, 'latency_p90': 5.348586893081665}, {'batch_size': 10, 'throughput': 1.815996946540626, 'latency_mean': 5.452659170627594, 'latency_p50': 5.419267296791077, 'latency_p90': 6.3343013525009155}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_30134_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.54
us_pacific_date: 2025-09-24
win_ratio: 0.5072367326567959
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-30134-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-30134-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-30134-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-30134-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-30134-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-30134-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-30134-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-30134-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-30134-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-30134-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-30134-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-30134-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-30134-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-30134-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-30134-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-30134-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-30134-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-30134-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-30134-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-30134-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-30134-v5-mkmlizer: Downloaded to shared memory in 103.781s
chaiml-mn24b-v2preferwi-30134-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-30134-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp6tflwdgq, device:0
chaiml-mn24b-v2preferwi-30134-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-30134-v5-mkmlizer: quantized model in 286.390s
chaiml-mn24b-v2preferwi-30134-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune7 in 390.171s
chaiml-mn24b-v2preferwi-30134-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-30134-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v5/nvidia
chaiml-mn24b-v2preferwi-30134-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-30134-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-30134-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-30134-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-30134-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-30134-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v5/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-30134-v5-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-30134-v5-mkmlizer completed after 470.47s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-30134-v5-mkmlizer
Pipeline stage MKMLizer completed in 471.03s
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-30134-v5
Waiting for inference service chaiml-mn24b-v2preferwi-30134-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-30134-v5 ready after 60.40780019760132s
Pipeline stage MKMLDeployer completed in 61.00s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0933423042297363s
Received healthy response to inference request in 1.6862998008728027s
Received healthy response to inference request in 1.7281897068023682s
Received healthy response to inference request in 1.9530556201934814s
upstream connect error or disconnect/reset before headers. reset reason: connection timeout
Received unhealthy response to inference request!
5 requests
1 failed requests
5th percentile: 1.6946777820587158
10th percentile: 1.7030557632446288
20th percentile: 1.7198117256164551
30th percentile: 1.7731628894805909
40th percentile: 1.863109254837036
50th percentile: 1.9530556201934814
60th percentile: 2.0091702938079834
70th percentile: 2.0652849674224854
80th percentile: 2.7277384281158454
90th percentile: 3.996530675888062
95th percentile: 4.630926799774169
99th percentile: 5.138443698883057
mean time: 2.5452420711517334
%s, retrying in %s seconds...
Received healthy response to inference request in 1.9032230377197266s
Received healthy response to inference request in 1.7887425422668457s
Failed to get response for submission chaiml-rirv938-0sw-96p_18713_v10: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-rirv938-0sw-96p_18713_v10/predict', '{"detail":"No connection available."}')
Received healthy response to inference request in 2.5079212188720703s
Received healthy response to inference request in 3.504394769668579s
Received healthy response to inference request in 1.6957859992980957s
5 requests
0 failed requests
5th percentile: 1.7143773078918456
10th percentile: 1.7329686164855957
20th percentile: 1.7701512336730958
30th percentile: 1.811638641357422
40th percentile: 1.8574308395385741
50th percentile: 1.9032230377197266
60th percentile: 2.145102310180664
70th percentile: 2.3869815826416017
80th percentile: 2.7072159290313724
90th percentile: 3.1058053493499758
95th percentile: 3.305100059509277
99th percentile: 3.464535827636719
mean time: 2.2800135135650637
Pipeline stage StressChecker completed in 26.81s
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 0.67s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_30134_v5 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 2851.13s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_30134_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_30134_v5 status is now torndown due to DeploymentManager action