developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_51234_v1
model_name: chaiml-mn24b-v2preferwi_51234_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T20:16:25+00:00
num_battles: 5709
num_wins: 2943
celo_rating: 1267.29
family_friendly_score: 0.5691999999999999
family_friendly_standard_error: 0.0070030187776415394
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune2
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': 0.5440237646599408, 'latency_mean': 1.8380609703063966, 'latency_p50': 1.8327893018722534, 'latency_p90': 2.043911170959473}, {'batch_size': 3, 'throughput': 1.1044785567383277, 'latency_mean': 2.7062713432312013, 'latency_p50': 2.7187002897262573, 'latency_p90': 2.9577344179153444}, {'batch_size': 5, 'throughput': 1.4246953787524155, 'latency_mean': 3.4854078030586244, 'latency_p50': 3.4595413208007812, 'latency_p90': 3.9435672044754027}, {'batch_size': 6, 'throughput': 1.531305913692033, 'latency_mean': 3.8914510238170625, 'latency_p50': 3.888108730316162, 'latency_p90': 4.390258622169495}, {'batch_size': 8, 'throughput': 1.689239136495672, 'latency_mean': 4.697286361455918, 'latency_p50': 4.667887091636658, 'latency_p90': 5.338617324829102}, {'batch_size': 10, 'throughput': 1.761073242348247, 'latency_mean': 5.623403185606003, 'latency_p50': 5.598053932189941, 'latency_p90': 6.465405917167663}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_51234_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-19
win_ratio: 0.5155018392012611
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-51234-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-51234-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: Downloaded to shared memory in 82.936s
chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpk25u45in, device:0
chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: quantized model in 291.150s
chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune2 in 374.086s
chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51234-v1/nvidia
chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51234-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51234-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51234-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51234-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51234-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-51234-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51234-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-51234-v1-mkmlizer completed after 497.9s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-51234-v1-mkmlizer
Pipeline stage MKMLizer completed in 498.40s
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-51234-v1
Waiting for inference service chaiml-mn24b-v2preferwi-51234-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-51234-v1 ready after 70.42239475250244s
Pipeline stage MKMLDeployer completed in 71.40s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.9404165744781494s
Received healthy response to inference request in 1.7566502094268799s
Received healthy response to inference request in 1.6755130290985107s
Received healthy response to inference request in 1.4872140884399414s
Received healthy response to inference request in 2.099628210067749s
5 requests
0 failed requests
5th percentile: 1.5248738765716552
10th percentile: 1.5625336647033692
20th percentile: 1.637853240966797
30th percentile: 1.6917404651641845
40th percentile: 1.7241953372955323
50th percentile: 1.7566502094268799
60th percentile: 1.8301567554473877
70th percentile: 1.9036633014678954
80th percentile: 1.9722589015960694
90th percentile: 2.035943555831909
95th percentile: 2.067785882949829
99th percentile: 2.093259744644165
mean time: 1.791884422302246
Pipeline stage StressChecker completed in 10.97s
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 0.64s
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 0.67s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_51234_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 3032.45s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_51234_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_51234_v1 status is now torndown due to DeploymentManager action