chaiml-mn24b-v2preferwi_95410

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_95410_v2
model_name: chaiml-mn24b-v2preferwi_95410_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-30T06:40:01+00:00
num_battles: 5878
num_wins: 2644
celo_rating: 1228.29
family_friendly_score: 0.5412
family_friendly_standard_error: 0.007047021498477211
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft2
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': 0.5438852220100843, 'latency_mean': 1.8385182631015777, 'latency_p50': 1.8483790159225464, 'latency_p90': 2.0357293128967284}, {'batch_size': 3, 'throughput': 1.1020391596287185, 'latency_mean': 2.7187743163108826, 'latency_p50': 2.7405710220336914, 'latency_p90': 2.9947980165481565}, {'batch_size': 5, 'throughput': 1.4026261796741488, 'latency_mean': 3.542943992614746, 'latency_p50': 3.546059012413025, 'latency_p90': 3.9842052936553953}, {'batch_size': 6, 'throughput': 1.5143315824466526, 'latency_mean': 3.9295437943935396, 'latency_p50': 3.9185322523117065, 'latency_p90': 4.481075692176819}, {'batch_size': 8, 'throughput': 1.6504696849444351, 'latency_mean': 4.8217173671722415, 'latency_p50': 4.840635776519775, 'latency_p90': 5.437902736663818}, {'batch_size': 10, 'throughput': 1.72063955015355, 'latency_mean': 5.767883089780807, 'latency_p50': 5.754159450531006, 'latency_p90': 6.746291279792786}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_95410_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.46
us_pacific_date: 2025-09-29
win_ratio: 0.449812861517523
generation_params: {'temperature': 0.65, '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-95410-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-95410-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-95410-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-95410-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-95410-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-95410-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-95410-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-95410-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-95410-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-95410-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-95410-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-95410-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-95410-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-95410-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-95410-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-95410-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-95410-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-95410-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-95410-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-95410-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-95410-v2-mkmlizer: Downloaded to shared memory in 48.532s
chaiml-mn24b-v2preferwi-95410-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft2 already exists in ChaiML
chaiml-mn24b-v2preferwi-95410-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpr6afd05i, device:0
chaiml-mn24b-v2preferwi-95410-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-95410-v2-mkmlizer: quantized model in 284.544s
chaiml-mn24b-v2preferwi-95410-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft2 in 333.077s
chaiml-mn24b-v2preferwi-95410-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-95410-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-95410-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95410-v2/nvidia
chaiml-mn24b-v2preferwi-95410-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95410-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-95410-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95410-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-95410-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95410-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-95410-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95410-v2/nvidia/tokenizer.json
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)
chaiml-mn24b-v2preferwi-95410-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95410-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-95410-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95410-v2/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-95410-v2-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-95410-v2-mkmlizer completed after 487.88s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-95410-v2-mkmlizer
Pipeline stage MKMLizer completed in 488.35s
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-95410-v2
Waiting for inference service chaiml-mn24b-v2preferwi-95410-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-95410-v2 ready after 60.26214647293091s
Pipeline stage MKMLDeployer completed in 60.79s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.040332317352295s
Received healthy response to inference request in 1.9156532287597656s
Received healthy response to inference request in 1.9489789009094238s
Received healthy response to inference request in 1.723478078842163s
Received healthy response to inference request in 1.7564220428466797s
5 requests
0 failed requests
5th percentile: 1.7300668716430665
10th percentile: 1.7366556644439697
20th percentile: 1.7498332500457763
30th percentile: 1.7882682800292968
40th percentile: 1.8519607543945313
50th percentile: 1.9156532287597656
60th percentile: 1.928983497619629
70th percentile: 1.9423137664794923
80th percentile: 1.967249584197998
90th percentile: 2.0037909507751466
95th percentile: 2.0220616340637205
99th percentile: 2.03667818069458
mean time: 1.8769729137420654
Pipeline stage StressChecker completed in 10.97s
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 0.89s
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 0.66s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_95410_v2 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 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-95410-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-95410-v2-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 4788.38s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_95410_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_95410_v2 status is now torndown due to DeploymentManager action