developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_83370_v3
model_name: chaiml-mn24b-v2preferwi_83370_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T00:35:13+00:00
num_battles: 5245
num_wins: 2668
celo_rating: 1266.11
family_friendly_score: 0.5414
family_friendly_standard_error: 0.007046787069296192
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_prod_tune1
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': 0.546059990295379, 'latency_mean': 1.83120450258255, 'latency_p50': 1.8290740251541138, 'latency_p90': 2.028536057472229}, {'batch_size': 3, 'throughput': 1.1122186498595967, 'latency_mean': 2.691545531749725, 'latency_p50': 2.7094074487686157, 'latency_p90': 2.981933426856995}, {'batch_size': 5, 'throughput': 1.4373133741962454, 'latency_mean': 3.460860553979874, 'latency_p50': 3.448071837425232, 'latency_p90': 3.9446938276290893}, {'batch_size': 6, 'throughput': 1.5530593867007916, 'latency_mean': 3.843738708496094, 'latency_p50': 3.837442398071289, 'latency_p90': 4.3038225173950195}, {'batch_size': 8, 'throughput': 1.692581306142316, 'latency_mean': 4.68278461933136, 'latency_p50': 4.709250807762146, 'latency_p90': 5.275976824760437}, {'batch_size': 10, 'throughput': 1.770997349086394, 'latency_mean': 5.584374630451203, 'latency_p50': 5.612119674682617, 'latency_p90': 6.34429886341095}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_83370_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-17
win_ratio: 0.5086749285033365
generation_params: {'temperature': 0.7, '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-83370-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-83370-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-83370-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-83370-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-83370-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-83370-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-83370-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-83370-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-83370-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-83370-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-83370-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-83370-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-83370-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-83370-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-83370-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-83370-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-83370-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-83370-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-83370-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-83370-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-83370-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-83370-v3-mkmlizer: Downloaded to shared memory in 59.880s
chaiml-mn24b-v2preferwi-83370-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-83370-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp8l3ziudd, device:0
chaiml-mn24b-v2preferwi-83370-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-83370-v3-mkmlizer: quantized model in 289.363s
chaiml-mn24b-v2preferwi-83370-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune1 in 349.243s
chaiml-mn24b-v2preferwi-83370-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-83370-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-83370-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-83370-v3/nvidia
chaiml-mn24b-v2preferwi-83370-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-83370-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-83370-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-83370-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-83370-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-83370-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-83370-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-83370-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-83370-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-83370-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-83370-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-83370-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-83370-v3-mkmlizer completed after 418.36s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-83370-v3-mkmlizer
Pipeline stage MKMLizer completed in 418.82s
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-83370-v3
Waiting for inference service chaiml-mn24b-v2preferwi-83370-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-83370-v3 ready after 60.53497123718262s
Pipeline stage MKMLDeployer completed in 60.98s
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 1.7979736328125s
Received healthy response to inference request in 1.4071037769317627s
Received healthy response to inference request in 1.6056187152862549s
Received healthy response to inference request in 1.6834533214569092s
5 requests
1 failed requests
5th percentile: 1.4468067646026612
10th percentile: 1.4865097522735595
20th percentile: 1.5659157276153564
30th percentile: 1.6211856365203858
40th percentile: 1.6523194789886475
50th percentile: 1.6834533214569092
60th percentile: 1.7292614459991456
70th percentile: 1.775069570541382
80th percentile: 5.464416742324833
90th percentile: 12.797302961349489
95th percentile: 16.463746070861813
99th percentile: 19.39690055847168
mean time: 5.3248677253723145
%s, retrying in %s seconds...
Received healthy response to inference request in 1.6417109966278076s
Received healthy response to inference request in 1.6683008670806885s
Received healthy response to inference request in 2.215014934539795s
Received healthy response to inference request in 1.8207502365112305s
Received healthy response to inference request in 1.4871933460235596s
5 requests
0 failed requests
5th percentile: 1.5180968761444091
10th percentile: 1.5490004062652587
20th percentile: 1.610807466506958
30th percentile: 1.6470289707183838
40th percentile: 1.657664918899536
50th percentile: 1.6683008670806885
60th percentile: 1.7292806148529052
70th percentile: 1.7902603626251221
80th percentile: 1.8996031761169434
90th percentile: 2.057309055328369
95th percentile: 2.1361619949340818
99th percentile: 2.199244346618652
mean time: 1.7665940761566161
Pipeline stage StressChecker completed in 38.16s
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 0.71s
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 1.18s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_83370_v3 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-83370-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-83370-v3-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 2659.02s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_83370_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_83370_v3 status is now torndown due to DeploymentManager action