developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_27579_v1
model_name: chaiml-mn24b-v2preferwi_27579_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-16T03:16:16+00:00
num_battles: 5254
num_wins: 2678
celo_rating: 1264.02
family_friendly_score: 0.5648
family_friendly_standard_error: 0.007011432949119602
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_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': 0.5512287443493448, 'latency_mean': 1.814022935628891, 'latency_p50': 1.8003274202346802, 'latency_p90': 2.0297032594680786}, {'batch_size': 3, 'throughput': 1.1142595117677745, 'latency_mean': 2.684769985675812, 'latency_p50': 2.681055784225464, 'latency_p90': 2.971623349189758}, {'batch_size': 5, 'throughput': 1.4276170128960242, 'latency_mean': 3.4872885227203367, 'latency_p50': 3.5072635412216187, 'latency_p90': 3.9511115312576295}, {'batch_size': 6, 'throughput': 1.5282114587345061, 'latency_mean': 3.900965666770935, 'latency_p50': 3.9137059450149536, 'latency_p90': 4.426532530784606}, {'batch_size': 8, 'throughput': 1.6937230040439066, 'latency_mean': 4.685367980003357, 'latency_p50': 4.637345910072327, 'latency_p90': 5.296656322479248}, {'batch_size': 10, 'throughput': 1.7690127631810453, 'latency_mean': 5.603317641019821, 'latency_p50': 5.64084267616272, 'latency_p90': 6.368268513679505}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_27579_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-15
win_ratio: 0.5097068899885802
generation_params: {'temperature': 0.6, '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-27579-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-27579-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: Downloaded to shared memory in 62.310s
chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpgwxux865, device:0
chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: quantized model in 289.885s
chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_tune1 in 352.195s
chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27579-v1/nvidia
chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27579-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27579-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-27579-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27579-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-27579-v1-mkmlizer completed after 437.81s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-27579-v1-mkmlizer
Pipeline stage MKMLizer completed in 438.35s
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-27579-v1
Waiting for inference service chaiml-mn24b-v2preferwi-27579-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-27579-v1 ready after 60.247074365615845s
Pipeline stage MKMLDeployer completed in 60.86s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.080587863922119s
Received healthy response to inference request in 1.7643601894378662s
Received healthy response to inference request in 1.5268356800079346s
Received healthy response to inference request in 1.6731271743774414s
Received healthy response to inference request in 1.6682548522949219s
5 requests
0 failed requests
5th percentile: 1.555119514465332
10th percentile: 1.5834033489227295
20th percentile: 1.6399710178375244
30th percentile: 1.6692293167114258
40th percentile: 1.6711782455444335
50th percentile: 1.6731271743774414
60th percentile: 1.7096203804016112
70th percentile: 1.7461135864257813
80th percentile: 1.8276057243347168
90th percentile: 1.954096794128418
95th percentile: 2.0173423290252686
99th percentile: 2.067938756942749
mean time: 1.7426331520080567
Pipeline stage StressChecker completed in 10.20s
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 0.72s
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_27579_v1 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 2858.61s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_27579_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_27579_v1 status is now torndown due to DeploymentManager action