developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_77546_v5
model_name: chaiml-mn24b-v2preferwi_77546_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-30T09:57:06+00:00
num_battles: 6030
num_wins: 2774
celo_rating: 1234.42
family_friendly_score: 0.5542
family_friendly_standard_error: 0.007029400543431851
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': 0.5492185506634774, 'latency_mean': 1.8206696248054504, 'latency_p50': 1.8282122611999512, 'latency_p90': 2.009917378425598}, {'batch_size': 3, 'throughput': 1.1144554588909326, 'latency_mean': 2.6896407866477965, 'latency_p50': 2.6885982751846313, 'latency_p90': 2.9428782939910887}, {'batch_size': 5, 'throughput': 1.4161786771244929, 'latency_mean': 3.5179770755767823, 'latency_p50': 3.5088303089141846, 'latency_p90': 3.999966549873352}, {'batch_size': 6, 'throughput': 1.516350637184261, 'latency_mean': 3.9161345100402833, 'latency_p50': 3.9683797359466553, 'latency_p90': 4.472477626800537}, {'batch_size': 8, 'throughput': 1.672101089690573, 'latency_mean': 4.758053102493286, 'latency_p50': 4.765759468078613, 'latency_p90': 5.284843635559082}, {'batch_size': 10, 'throughput': 1.7495299073557995, 'latency_mean': 5.671601126194, 'latency_p50': 5.708253860473633, 'latency_p90': 6.352429270744324}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_77546_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-09-30
win_ratio: 0.46003316749585405
generation_params: {'temperature': 0.8, '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-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-77546-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: Downloaded to shared memory in 49.312s
chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft4 already exists in ChaiML
chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpzfdqhcsg, device:0
chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: quantized model in 286.287s
chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft4 in 335.599s
chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77546-v5/nvidia
chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77546-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77546-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77546-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77546-v5/nvidia/tokenizer.json
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)
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-77546-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77546-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77546-v5/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-77546-v5-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-77546-v5-mkmlizer completed after 437.6s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-77546-v5-mkmlizer
Pipeline stage MKMLizer completed in 438.10s
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-v5
Waiting for inference service chaiml-mn24b-v2preferwi-77546-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-77546-v5 ready after 60.75683045387268s
Pipeline stage MKMLDeployer completed in 61.33s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.581507682800293s
Received healthy response to inference request in 2.0501582622528076s
Received healthy response to inference request in 2.0823864936828613s
Received healthy response to inference request in 2.019775152206421s
Received healthy response to inference request in 1.645833969116211s
5 requests
0 failed requests
5th percentile: 1.7206222057342528
10th percentile: 1.795410442352295
20th percentile: 1.944986915588379
30th percentile: 2.025851774215698
40th percentile: 2.038005018234253
50th percentile: 2.0501582622528076
60th percentile: 2.063049554824829
70th percentile: 2.0759408473968506
80th percentile: 2.182210731506348
90th percentile: 2.3818592071533202
95th percentile: 2.4816834449768064
99th percentile: 2.5615428352355956
mean time: 2.0759323120117186
Pipeline stage StressChecker completed in 11.73s
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 0.66s
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_77546_v5 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 5696.46s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_77546_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_77546_v5 status is now torndown due to DeploymentManager action