developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_35853_v3
model_name: chaiml-mn24b-v2preferwi_35853_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-30T03:19:17+00:00
num_battles: 5752
num_wins: 2616
celo_rating: 1243.35
family_friendly_score: 0.5344
family_friendly_standard_error: 0.007054312723433801
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft1
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': 0.5454298644554568, 'latency_mean': 1.833319318294525, 'latency_p50': 1.8417786359786987, 'latency_p90': 2.0487794637680055}, {'batch_size': 3, 'throughput': 1.106234774837966, 'latency_mean': 2.702681884765625, 'latency_p50': 2.696526288986206, 'latency_p90': 3.0408159732818603}, {'batch_size': 5, 'throughput': 1.4134610517948514, 'latency_mean': 3.51792001247406, 'latency_p50': 3.5428143739700317, 'latency_p90': 3.967547965049744}, {'batch_size': 6, 'throughput': 1.5348181001321501, 'latency_mean': 3.870848639011383, 'latency_p50': 3.8760491609573364, 'latency_p90': 4.417656564712525}, {'batch_size': 8, 'throughput': 1.66975180450751, 'latency_mean': 4.746691609621048, 'latency_p50': 4.832466244697571, 'latency_p90': 5.381624603271485}, {'batch_size': 10, 'throughput': 1.7472431285994898, 'latency_mean': 5.674417409896851, 'latency_p50': 5.6262898445129395, 'latency_p90': 6.5253324747085575}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_35853_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-29
win_ratio: 0.45479833101529904
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-35853-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-35853-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-35853-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-35853-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-35853-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-35853-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-35853-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-35853-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-35853-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-35853-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-35853-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-35853-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-35853-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-35853-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-35853-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-35853-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-35853-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-35853-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-35853-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-35853-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-35853-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-35853-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-35853-v3-mkmlizer: Downloaded to shared memory in 46.051s
chaiml-mn24b-v2preferwi-35853-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft1 already exists in ChaiML
chaiml-mn24b-v2preferwi-35853-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp0buaiz8w, device:0
chaiml-mn24b-v2preferwi-35853-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-35853-v3-mkmlizer: quantized model in 285.822s
chaiml-mn24b-v2preferwi-35853-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft1 in 331.874s
chaiml-mn24b-v2preferwi-35853-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-35853-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-35853-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35853-v3/nvidia
chaiml-mn24b-v2preferwi-35853-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35853-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-35853-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35853-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-35853-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35853-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-35853-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35853-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-35853-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-35853-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-35853-v3-mkmlizer completed after 449.04s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-35853-v3-mkmlizer
Pipeline stage MKMLizer completed in 449.49s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-35853-v3
Waiting for inference service chaiml-mn24b-v2preferwi-35853-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-35853-v3 ready after 60.28423452377319s
Pipeline stage MKMLDeployer completed in 60.73s
run pipeline stage %s
Running pipeline stage StressChecker
Failed to get response for submission chaiml-jace-lightwood-s_43552_v2: HTTPConnectionPool(host='chaiml-jace-lightwood-s-43552-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
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 2.392397403717041s
Received healthy response to inference request in 1.9088428020477295s
Received healthy response to inference request in 2.297076463699341s
Received healthy response to inference request in 1.9630813598632812s
5 requests
1 failed requests
5th percentile: 1.9196905136108398
10th percentile: 1.9305382251739502
20th percentile: 1.952233648300171
30th percentile: 2.0298803806304933
40th percentile: 2.163478422164917
50th percentile: 2.297076463699341
60th percentile: 2.335204839706421
70th percentile: 2.373333215713501
80th percentile: 5.938947677612308
90th percentile: 13.032048225402834
95th percentile: 16.578598499298092
99th percentile: 19.415838718414307
mean time: 5.737309360504151
%s, retrying in %s seconds...
Received healthy response to inference request in 1.7483608722686768s
Received healthy response to inference request in 1.709460973739624s
Received healthy response to inference request in 2.317267656326294s
Received healthy response to inference request in 1.7546272277832031s
Received healthy response to inference request in 1.6992077827453613s
5 requests
0 failed requests
5th percentile: 1.7012584209442139
10th percentile: 1.7033090591430664
20th percentile: 1.7074103355407715
30th percentile: 1.7172409534454345
40th percentile: 1.7328009128570556
50th percentile: 1.7483608722686768
60th percentile: 1.7508674144744873
70th percentile: 1.753373956680298
80th percentile: 1.8671553134918213
90th percentile: 2.0922114849090576
95th percentile: 2.204739570617676
99th percentile: 2.2947620391845702
mean time: 1.8457849025726318
Pipeline stage StressChecker completed in 40.30s
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 0.93s
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 0.64s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_35853_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 0.12s
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-35853-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-35853-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 5178.65s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_35853_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_35853_v3 status is now torndown due to DeploymentManager action