developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_77546_v2
model_name: chaiml-mn24b-v2preferwi_77546_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-30T09:56:17+00:00
num_battles: 6091
num_wins: 2874
celo_rating: 1238.21
family_friendly_score: 0.5524
family_friendly_standard_error: 0.007032129691636808
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft4
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': 0.5433807475929433, 'latency_mean': 1.8402238976955414, 'latency_p50': 1.8543668985366821, 'latency_p90': 2.0226824045181275}, {'batch_size': 3, 'throughput': 1.1071635873330956, 'latency_mean': 2.6998888993263246, 'latency_p50': 2.698214888572693, 'latency_p90': 3.0188651800155637}, {'batch_size': 5, 'throughput': 1.4222701766747428, 'latency_mean': 3.5053970336914064, 'latency_p50': 3.4999167919158936, 'latency_p90': 4.003555917739868}, {'batch_size': 6, 'throughput': 1.5204904994792208, 'latency_mean': 3.9245620548725126, 'latency_p50': 3.9010753631591797, 'latency_p90': 4.508442139625549}, {'batch_size': 8, 'throughput': 1.6769018096585087, 'latency_mean': 4.734282819032669, 'latency_p50': 4.732555150985718, 'latency_p90': 5.406828355789185}, {'batch_size': 10, 'throughput': 1.738824274502661, 'latency_mean': 5.695653780698776, 'latency_p50': 5.68566107749939, 'latency_p90': 6.654691934585571}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_77546_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-30
win_ratio: 0.47184370382531604
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-77546-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-77546-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission chaiml-high-school-life_46597_v2: HTTPConnectionPool(host='chaiml-high-school-life-46597-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: Downloaded to shared memory in 46.288s
chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft4 already exists in ChaiML
chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp4d05ax6c, device:0
chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: quantized model in 285.249s
chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft4 in 331.537s
chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77546-v2/nvidia
chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77546-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77546-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77546-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77546-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77546-v2/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-77546-v2-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-77546-v2-mkmlizer completed after 458.82s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-77546-v2-mkmlizer
Pipeline stage MKMLizer completed in 459.27s
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-77546-v2
Waiting for inference service chaiml-mn24b-v2preferwi-77546-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-77546-v2 ready after 50.25181579589844s
Pipeline stage MKMLDeployer completed in 51.06s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0423855781555176s
Received healthy response to inference request in 1.7490882873535156s
Received healthy response to inference request in 2.2351245880126953s
Received healthy response to inference request in 2.0169200897216797s
Received healthy response to inference request in 1.9051883220672607s
5 requests
0 failed requests
5th percentile: 1.7803082942962647
10th percentile: 1.8115283012390138
20th percentile: 1.8739683151245117
30th percentile: 1.9275346755981446
40th percentile: 1.9722273826599122
50th percentile: 2.0169200897216797
60th percentile: 2.027106285095215
70th percentile: 2.03729248046875
80th percentile: 2.080933380126953
90th percentile: 2.158028984069824
95th percentile: 2.19657678604126
99th percentile: 2.227415027618408
mean time: 1.9897413730621338
Pipeline stage StressChecker completed in 11.53s
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 0.75s
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 0.71s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_77546_v2 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 5625.41s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_77546_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_77546_v2 status is now torndown due to DeploymentManager action