developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_67267_v2
model_name: chaiml-mn24b-v2preferwi_67267_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-25T08:23:43+00:00
num_battles: 6309
num_wins: 3095
celo_rating: 1276.02
family_friendly_score: 0.5372
family_friendly_standard_error: 0.007051470201312631
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune3
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': 0.5543093965718902, 'latency_mean': 1.8039201724529266, 'latency_p50': 1.7925529479980469, 'latency_p90': 2.0091195106506348}, {'batch_size': 3, 'throughput': 1.1290711169475245, 'latency_mean': 2.6500599694252016, 'latency_p50': 2.634087920188904, 'latency_p90': 2.9205549240112303}, {'batch_size': 5, 'throughput': 1.448565254606997, 'latency_mean': 3.4290514576435087, 'latency_p50': 3.423987627029419, 'latency_p90': 3.8938384771347043}, {'batch_size': 6, 'throughput': 1.566431100198078, 'latency_mean': 3.79373294711113, 'latency_p50': 3.764220118522644, 'latency_p90': 4.274103355407715}, {'batch_size': 8, 'throughput': 1.7270784379185637, 'latency_mean': 4.606381040811539, 'latency_p50': 4.613718509674072, 'latency_p90': 5.330692243576049}, {'batch_size': 10, 'throughput': 1.8241259684707196, 'latency_mean': 5.4475873494148255, 'latency_p50': 5.408540606498718, 'latency_p90': 6.29745512008667}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_67267_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.55
us_pacific_date: 2025-09-25
win_ratio: 0.49056902837216676
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-67267-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-67267-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: Downloaded to shared memory in 45.147s
chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpg2clxlt7, device:0
chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: quantized model in 285.500s
chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune3 in 330.647s
chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67267-v2/nvidia
chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67267-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67267-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67267-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67267-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67267-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-67267-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67267-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-67267-v2-mkmlizer completed after 419.1s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-67267-v2-mkmlizer
Pipeline stage MKMLizer completed in 419.58s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-67267-v2
Waiting for inference service chaiml-mn24b-v2preferwi-67267-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-67267-v2 ready after 50.305795192718506s
Pipeline stage MKMLDeployer completed in 51.00s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.71732759475708s
Received healthy response to inference request in 1.6880202293395996s
Received healthy response to inference request in 1.6128334999084473s
Received healthy response to inference request in 1.7438671588897705s
Received healthy response to inference request in 2.1057348251342773s
5 requests
0 failed requests
5th percentile: 1.6278708457946778
10th percentile: 1.6429081916809083
20th percentile: 1.672982883453369
30th percentile: 1.6991896152496337
40th percentile: 1.7215283870697022
50th percentile: 1.7438671588897705
60th percentile: 1.8886142253875733
70th percentile: 2.033361291885376
80th percentile: 2.228053379058838
90th percentile: 2.472690486907959
95th percentile: 2.5950090408325193
99th percentile: 2.692863883972168
mean time: 1.9735566616058349
Pipeline stage StressChecker completed in 11.45s
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 0.69s
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_67267_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 2875.15s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_67267_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_67267_v2 status is now torndown due to DeploymentManager action