developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_94085_v4
model_name: chaiml-mn24b-v2preferwi_94085_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T02:52:43+00:00
num_battles: 5874
num_wins: 3098
celo_rating: 1285.02
family_friendly_score: 0.49019999999999997
family_friendly_standard_error: 0.007069709470692555
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_prod_tune5
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': 0.5492521317598049, 'latency_mean': 1.820539824962616, 'latency_p50': 1.8122978210449219, 'latency_p90': 2.043939447402954}, {'batch_size': 3, 'throughput': 1.1096139786201298, 'latency_mean': 2.693256824016571, 'latency_p50': 2.686272144317627, 'latency_p90': 2.9817556619644163}, {'batch_size': 5, 'throughput': 1.434159107418218, 'latency_mean': 3.4659276938438417, 'latency_p50': 3.467790365219116, 'latency_p90': 3.9648935079574583}, {'batch_size': 6, 'throughput': 1.5342896406965991, 'latency_mean': 3.883201380968094, 'latency_p50': 3.8576154708862305, 'latency_p90': 4.384562301635742}, {'batch_size': 8, 'throughput': 1.68609493290726, 'latency_mean': 4.710898146629334, 'latency_p50': 4.678565979003906, 'latency_p90': 5.393667459487915}, {'batch_size': 10, 'throughput': 1.7769106088335878, 'latency_mean': 5.582574073076248, 'latency_p50': 5.5422602891922, 'latency_p90': 6.359761381149292}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_94085_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-17
win_ratio: 0.5274089206673477
generation_params: {'temperature': 0.75, '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-94085-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-94085-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-94085-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-94085-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-94085-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-94085-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-94085-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-94085-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-94085-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-94085-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-94085-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-94085-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-94085-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-94085-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-94085-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-94085-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-94085-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-94085-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-94085-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-94085-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-94085-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-94085-v4-mkmlizer: Downloaded to shared memory in 48.328s
chaiml-mn24b-v2preferwi-94085-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-94085-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmprujk72mv, device:0
chaiml-mn24b-v2preferwi-94085-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-94085-v4-mkmlizer: quantized model in 290.603s
chaiml-mn24b-v2preferwi-94085-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune5 in 338.931s
chaiml-mn24b-v2preferwi-94085-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-94085-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-94085-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-94085-v4/nvidia
chaiml-mn24b-v2preferwi-94085-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-94085-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-94085-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-94085-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-94085-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-94085-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-94085-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-94085-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-94085-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-94085-v4/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-94085-v4-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-94085-v4-mkmlizer completed after 448.19s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-94085-v4-mkmlizer
Pipeline stage MKMLizer completed in 448.64s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-94085-v4
Waiting for inference service chaiml-mn24b-v2preferwi-94085-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-94085-v4 ready after 60.32940125465393s
Pipeline stage MKMLDeployer completed in 60.76s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.299009084701538s
Received healthy response to inference request in 1.6640894412994385s
Received healthy response to inference request in 1.6525707244873047s
Received healthy response to inference request in 1.638376235961914s
5 requests
1 failed requests
5th percentile: 1.6412151336669922
10th percentile: 1.6440540313720704
20th percentile: 1.6497318267822265
30th percentile: 1.6548744678497314
40th percentile: 1.659481954574585
50th percentile: 1.6640894412994385
60th percentile: 1.9180572986602782
70th percentile: 2.172025156021118
80th percentile: 5.8741936206817655
90th percentile: 13.024562692642213
95th percentile: 16.599747228622434
99th percentile: 19.459894857406617
mean time: 5.4857954502105715
%s, retrying in %s seconds...
Received healthy response to inference request in 1.6039643287658691s
Received healthy response to inference request in 1.7345561981201172s
Received healthy response to inference request in 1.4932026863098145s
Received healthy response to inference request in 2.054441452026367s
Received healthy response to inference request in 1.650526762008667s
5 requests
0 failed requests
5th percentile: 1.5153550148010253
10th percentile: 1.5375073432922364
20th percentile: 1.5818120002746583
30th percentile: 1.6132768154144288
40th percentile: 1.631901788711548
50th percentile: 1.650526762008667
60th percentile: 1.684138536453247
70th percentile: 1.7177503108978271
80th percentile: 1.7985332489013672
90th percentile: 1.926487350463867
95th percentile: 1.9904644012451171
99th percentile: 2.0416460418701172
mean time: 1.707338285446167
Pipeline stage StressChecker completed in 39.21s
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 0.83s
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 0.63s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_94085_v4 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 2673.47s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_94085_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_94085_v4 status is now torndown due to DeploymentManager action