developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_67650_v1
model_name: chaiml-mn24b-v2preferwi_67650_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-17T02:21:57+00:00
num_battles: 5944
num_wins: 3012
celo_rating: 1262.67
family_friendly_score: 0.5906
family_friendly_standard_error: 0.006954015243008891
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo4_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': 0.5465150662794398, 'latency_mean': 1.8296443569660186, 'latency_p50': 1.8198840618133545, 'latency_p90': 2.032801651954651}, {'batch_size': 3, 'throughput': 1.0895638842806588, 'latency_mean': 2.7380196297168733, 'latency_p50': 2.7408759593963623, 'latency_p90': 3.0276737451553344}, {'batch_size': 5, 'throughput': 1.4069240320046181, 'latency_mean': 3.5223490512371063, 'latency_p50': 3.5327037572860718, 'latency_p90': 4.007670116424561}, {'batch_size': 6, 'throughput': 1.5139188750363741, 'latency_mean': 3.934510817527771, 'latency_p50': 3.9384723901748657, 'latency_p90': 4.462006783485412}, {'batch_size': 8, 'throughput': 1.658329512578939, 'latency_mean': 4.782422397136688, 'latency_p50': 4.790213584899902, 'latency_p90': 5.485603642463684}, {'batch_size': 10, 'throughput': 1.7411230678081815, 'latency_mean': 5.693196161985397, 'latency_p50': 5.659284353256226, 'latency_p90': 6.558911204338074}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_67650_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-09-16
win_ratio: 0.5067294751009421
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-67650-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-67650-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-67650-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-67650-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-67650-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-67650-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-67650-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-67650-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67650-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-67650-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-67650-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-67650-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-67650-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67650-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-67650-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-67650-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67650-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-67650-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-67650-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-67650-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67650-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-67650-v1-mkmlizer: Downloaded to shared memory in 78.143s
chaiml-mn24b-v2preferwi-67650-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo4_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-67650-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpythv2f2j, device:0
chaiml-mn24b-v2preferwi-67650-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-67650-v1-mkmlizer: quantized model in 289.059s
chaiml-mn24b-v2preferwi-67650-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo4_tune2 in 367.203s
chaiml-mn24b-v2preferwi-67650-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-67650-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-67650-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67650-v1/nvidia
chaiml-mn24b-v2preferwi-67650-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67650-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-67650-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67650-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-67650-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67650-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-67650-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67650-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-67650-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67650-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-67650-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67650-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-67650-v1-mkmlizer completed after 418.33s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-67650-v1-mkmlizer
Pipeline stage MKMLizer completed in 418.84s
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-67650-v1
Waiting for inference service chaiml-mn24b-v2preferwi-67650-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-67650-v1 ready after 60.32689929008484s
Pipeline stage MKMLDeployer completed in 60.76s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0596776008605957s
Received healthy response to inference request in 1.5675673484802246s
Received healthy response to inference request in 1.8804023265838623s
Received healthy response to inference request in 1.665064811706543s
Received healthy response to inference request in 1.7896692752838135s
5 requests
0 failed requests
5th percentile: 1.5870668411254882
10th percentile: 1.6065663337707519
20th percentile: 1.6455653190612793
30th percentile: 1.689985704421997
40th percentile: 1.7398274898529054
50th percentile: 1.7896692752838135
60th percentile: 1.825962495803833
70th percentile: 1.8622557163238525
80th percentile: 1.916257381439209
90th percentile: 1.9879674911499023
95th percentile: 2.023822546005249
99th percentile: 2.0525065898895263
mean time: 1.792476272583008
Pipeline stage StressChecker completed in 10.93s
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 0.72s
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 0.69s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_67650_v1 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 0.10s
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-67650-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-67650-v1-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 2725.23s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_67650_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_67650_v1 status is now torndown due to DeploymentManager action