developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_51422_v3
model_name: chaiml-mn24b-v2preferwi_51422_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T21:12:35+00:00
num_battles: 5409
num_wins: 2897
celo_rating: 1287.66
family_friendly_score: 0.5626
family_friendly_standard_error: 0.0070154292812343285
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_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': 0.5486079577495863, 'latency_mean': 1.8226986777782441, 'latency_p50': 1.8167643547058105, 'latency_p90': 2.034579610824585}, {'batch_size': 3, 'throughput': 1.096553845245085, 'latency_mean': 2.732256762981415, 'latency_p50': 2.7442708015441895, 'latency_p90': 2.9755599021911623}, {'batch_size': 5, 'throughput': 1.4232534212346586, 'latency_mean': 3.489515416622162, 'latency_p50': 3.493494987487793, 'latency_p90': 3.8968729972839355}, {'batch_size': 6, 'throughput': 1.5326507838549566, 'latency_mean': 3.889403680562973, 'latency_p50': 3.8791821002960205, 'latency_p90': 4.4474037170410154}, {'batch_size': 8, 'throughput': 1.689756750515983, 'latency_mean': 4.709653134346008, 'latency_p50': 4.706285834312439, 'latency_p90': 5.550002884864807}, {'batch_size': 10, 'throughput': 1.7667896872268802, 'latency_mean': 5.611734911203384, 'latency_p50': 5.619738698005676, 'latency_p90': 6.566777276992798}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_51422_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-21
win_ratio: 0.5355888334257719
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-51422-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-51422-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: Downloaded to shared memory in 44.610s
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp7dctapov, device:0
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: quantized model in 287.146s
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune6 in 331.756s
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51422-v3/nvidia
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51422-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51422-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-51422-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51422-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-51422-v3-mkmlizer completed after 437.87s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-51422-v3-mkmlizer
Pipeline stage MKMLizer completed in 438.59s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.22s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-51422-v3
Waiting for inference service chaiml-mn24b-v2preferwi-51422-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-51422-v3 ready after 60.657896280288696s
Pipeline stage MKMLDeployer completed in 61.35s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.041084051132202s
Received healthy response to inference request in 1.9405348300933838s
Received healthy response to inference request in 2.249769926071167s
Received healthy response to inference request in 1.9548065662384033s
Received healthy response to inference request in 1.9922451972961426s
5 requests
0 failed requests
5th percentile: 1.9433891773223877
10th percentile: 1.9462435245513916
20th percentile: 1.9519522190093994
30th percentile: 1.9622942924499511
40th percentile: 1.977269744873047
50th percentile: 1.9922451972961426
60th percentile: 2.0117807388305664
70th percentile: 2.0313162803649902
80th percentile: 2.082821226119995
90th percentile: 2.166295576095581
95th percentile: 2.208032751083374
99th percentile: 2.2414224910736085
mean time: 2.03568811416626
Pipeline stage StressChecker completed in 11.47s
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 0.66s
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 0.79s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_51422_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 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-51422-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-51422-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 2649.79s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_51422_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_51422_v3 status is now torndown due to DeploymentManager action