developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_92495_v2
model_name: chaiml-mn24b-v2preferwi_92495_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-24T18:37:54+00:00
num_battles: 5939
num_wins: 3127
celo_rating: 1282.38
family_friendly_score: 0.5438000000000001
family_friendly_standard_error: 0.0070438847236450434
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune6
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': 0.5489539908157636, 'latency_mean': 1.8215447354316712, 'latency_p50': 1.8128448724746704, 'latency_p90': 2.025615906715393}, {'batch_size': 3, 'throughput': 1.1094258720503771, 'latency_mean': 2.6940658819675445, 'latency_p50': 2.6750725507736206, 'latency_p90': 2.985429620742798}, {'batch_size': 5, 'throughput': 1.4171355852224636, 'latency_mean': 3.4973253262043, 'latency_p50': 3.5200668573379517, 'latency_p90': 3.939317512512207}, {'batch_size': 6, 'throughput': 1.5325381661489603, 'latency_mean': 3.89118953704834, 'latency_p50': 3.9116324186325073, 'latency_p90': 4.3763035297393795}, {'batch_size': 8, 'throughput': 1.6962303087657102, 'latency_mean': 4.664292756319046, 'latency_p50': 4.655191659927368, 'latency_p90': 5.31338210105896}, {'batch_size': 10, 'throughput': 1.773164033665945, 'latency_mean': 5.5842900204658505, 'latency_p50': 5.50700843334198, 'latency_p90': 6.508726167678833}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_92495_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-24
win_ratio: 0.526519616096986
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-92495-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-92495-v2-mkmlizer to finish
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chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Stopping job with name chaiml-mn24b-v2preferwi-92495-v2-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-mn24b-v2preferwi-92495-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-92495-v2-mkmlizer to finish
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chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: Downloaded to shared memory in 108.754s
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp6rx5hwrw, device:0
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: quantized model in 285.909s
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune6 in 394.664s
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92495-v2/nvidia
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92495-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92495-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92495-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92495-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92495-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-92495-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-92495-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-92495-v2-mkmlizer completed after 470.64s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-92495-v2-mkmlizer
Pipeline stage MKMLizer completed in 534.26s
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-92495-v2
Waiting for inference service chaiml-mn24b-v2preferwi-92495-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-92495-v2 ready after 50.51500487327576s
Pipeline stage MKMLDeployer completed in 52.12s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.252342462539673s
Received healthy response to inference request in 1.7568461894989014s
Received healthy response to inference request in 1.7730908393859863s
Received healthy response to inference request in 1.800856113433838s
Received healthy response to inference request in 1.92311429977417s
5 requests
0 failed requests
5th percentile: 1.7600951194763184
10th percentile: 1.7633440494537354
20th percentile: 1.7698419094085693
30th percentile: 1.7786438941955567
40th percentile: 1.7897500038146972
50th percentile: 1.800856113433838
60th percentile: 1.8497593879699707
70th percentile: 1.8986626625061036
80th percentile: 1.9889599323272706
90th percentile: 2.120651197433472
95th percentile: 2.1864968299865724
99th percentile: 2.2391733360290527
mean time: 1.9012499809265138
Pipeline stage StressChecker completed in 11.26s
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 0.97s
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 0.66s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_92495_v2 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 0.14s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-92495-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-92495-v2-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 2832.05s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_92495_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_92495_v2 status is now torndown due to DeploymentManager action