developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_27038_v5
model_name: chaiml-mn24b-v2preferwi_27038_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T06:01:58+00:00
num_battles: 5892
num_wins: 3211
celo_rating: 1295.71
family_friendly_score: 0.5098
family_friendly_standard_error: 0.007069709470692555
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_prod_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': 0.5457681377005673, 'latency_mean': 1.8321785140037536, 'latency_p50': 1.8358104228973389, 'latency_p90': 2.0139190435409544}, {'batch_size': 3, 'throughput': 1.1072959908247562, 'latency_mean': 2.696791741847992, 'latency_p50': 2.7227776050567627, 'latency_p90': 2.9601987838745116}, {'batch_size': 5, 'throughput': 1.4265735225210254, 'latency_mean': 3.48850012421608, 'latency_p50': 3.4923046827316284, 'latency_p90': 3.9024764776229857}, {'batch_size': 6, 'throughput': 1.5359881238418256, 'latency_mean': 3.8813305389881134, 'latency_p50': 3.885664939880371, 'latency_p90': 4.415065336227417}, {'batch_size': 8, 'throughput': 1.6797532649334435, 'latency_mean': 4.730884671211243, 'latency_p50': 4.7237467765808105, 'latency_p90': 5.382494211196899}, {'batch_size': 10, 'throughput': 1.7908240667004154, 'latency_mean': 5.560391182899475, 'latency_p50': 5.5786906480789185, 'latency_p90': 6.376686000823975}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_27038_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-17
win_ratio: 0.5449762389680923
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-27038-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-27038-v5-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-27038-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-27038-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-27038-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-27038-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27038-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-27038-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-27038-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-27038-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-27038-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27038-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-27038-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-27038-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27038-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-27038-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-27038-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-27038-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27038-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-27038-v5-mkmlizer: Downloaded to shared memory in 44.886s
chaiml-mn24b-v2preferwi-27038-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-27038-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpqr7wbhvc, device:0
chaiml-mn24b-v2preferwi-27038-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-27038-v5-mkmlizer: quantized model in 290.604s
chaiml-mn24b-v2preferwi-27038-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune7 in 335.490s
chaiml-mn24b-v2preferwi-27038-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-27038-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-27038-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27038-v5/nvidia
chaiml-mn24b-v2preferwi-27038-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27038-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-27038-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27038-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-27038-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27038-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-27038-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27038-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-27038-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27038-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-27038-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27038-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-27038-v5-mkmlizer completed after 407.07s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-27038-v5-mkmlizer
Pipeline stage MKMLizer completed in 407.58s
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-27038-v5
Waiting for inference service chaiml-mn24b-v2preferwi-27038-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-27038-v5 ready after 60.24494981765747s
Pipeline stage MKMLDeployer completed in 60.70s
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 2.0356388092041016s
Received healthy response to inference request in 1.820650577545166s
Received healthy response to inference request in 1.705648422241211s
Received healthy response to inference request in 1.6794788837432861s
5 requests
1 failed requests
5th percentile: 1.684712791442871
10th percentile: 1.689946699142456
20th percentile: 1.700414514541626
30th percentile: 1.728648853302002
40th percentile: 1.774649715423584
50th percentile: 1.820650577545166
60th percentile: 1.9066458702087403
70th percentile: 1.9926411628723144
80th percentile: 5.680971336364749
90th percentile: 12.971636390686037
95th percentile: 16.616968917846677
99th percentile: 19.533234939575195
mean time: 5.500743627548218
%s, retrying in %s seconds...
Received healthy response to inference request in 1.659104347229004s
Received healthy response to inference request in 1.7828702926635742s
Received healthy response to inference request in 1.635871171951294s
Received healthy response to inference request in 1.710191011428833s
Received healthy response to inference request in 2.1407699584960938s
5 requests
0 failed requests
5th percentile: 1.640517807006836
10th percentile: 1.6451644420623779
20th percentile: 1.6544577121734618
30th percentile: 1.6693216800689696
40th percentile: 1.6897563457489013
50th percentile: 1.710191011428833
60th percentile: 1.7392627239227294
70th percentile: 1.768334436416626
80th percentile: 1.8544502258300781
90th percentile: 1.997610092163086
95th percentile: 2.06919002532959
99th percentile: 2.126453971862793
mean time: 1.7857613563537598
Pipeline stage StressChecker completed in 40.01s
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 0.70s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_27038_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 2717.10s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_27038_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_27038_v5 status is now torndown due to DeploymentManager action