chaiml-mn24b-v2preferwi_48125

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_48125_v3
model_name: chaiml-mn24b-v2preferwi_48125_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-30T00:53:31+00:00
num_battles: 5872
num_wins: 3122
celo_rating: 1280.8
family_friendly_score: 0.534
family_friendly_standard_error: 0.00705470056061914
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune5
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': 0.5421030319900423, 'latency_mean': 1.844570496082306, 'latency_p50': 1.8503037691116333, 'latency_p90': 2.035862183570862}, {'batch_size': 3, 'throughput': 1.1074134423575808, 'latency_mean': 2.6996490597724914, 'latency_p50': 2.667023181915283, 'latency_p90': 3.1020580768585204}, {'batch_size': 5, 'throughput': 1.4167552180056064, 'latency_mean': 3.5016406393051147, 'latency_p50': 3.517780900001526, 'latency_p90': 3.952577590942383}, {'batch_size': 6, 'throughput': 1.5287776072590984, 'latency_mean': 3.8971255481243134, 'latency_p50': 3.8735642433166504, 'latency_p90': 4.478801441192627}, {'batch_size': 8, 'throughput': 1.6687625611632346, 'latency_mean': 4.766552505493164, 'latency_p50': 4.7573158740997314, 'latency_p90': 5.35717396736145}, {'batch_size': 10, 'throughput': 1.7434537283288878, 'latency_mean': 5.692492105960846, 'latency_p50': 5.662977695465088, 'latency_p90': 6.524602913856507}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_48125_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-29
win_ratio: 0.5316757493188011
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-48125-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-48125-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: Downloaded to shared memory in 55.726s
chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp_ebjmval, device:0
chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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 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-48125-v3-mkmlizer: quantized model in 283.885s
chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune5 in 339.612s
chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48125-v3/nvidia
chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48125-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48125-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48125-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48125-v3/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)
chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48125-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48125-v3/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-48125-v3-mkmlizer: 
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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)
Job chaiml-mn24b-v2preferwi-48125-v3-mkmlizer completed after 449.56s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-48125-v3-mkmlizer
Pipeline stage MKMLizer completed in 450.37s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.73s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-48125-v3
Waiting for inference service chaiml-mn24b-v2preferwi-48125-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-48125-v3 ready after 41.90315294265747s
Pipeline stage MKMLDeployer completed in 44.42s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.980959892272949s
Received healthy response to inference request in 2.410590410232544s
Received healthy response to inference request in 2.2768735885620117s
Received healthy response to inference request in 2.130589723587036s
Received healthy response to inference request in 4.412187814712524s
5 requests
0 failed requests
5th percentile: 2.1598464965820314
10th percentile: 2.1891032695770263
20th percentile: 2.2476168155670164
30th percentile: 2.3036169528961183
40th percentile: 2.357103681564331
50th percentile: 2.410590410232544
60th percentile: 2.638738203048706
70th percentile: 2.8668859958648683
80th percentile: 3.2672054767608647
90th percentile: 3.8396966457366943
95th percentile: 4.125942230224609
99th percentile: 4.354938697814942
mean time: 2.8422402858734133
Pipeline stage StressChecker completed in 17.73s
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 1.24s
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 1.30s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_48125_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 0.09s
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-48125-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-48125-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 4750.44s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_48125_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_48125_v3 status is now torndown due to DeploymentManager action