chaiml-mn24b-v2preferwi_47271

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_47271_v2
model_name: chaiml-mn24b-v2preferwi_47271_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T00:32:18+00:00
num_battles: 6578
num_wins: 3511
celo_rating: 1288.1
family_friendly_score: 0.569
family_friendly_standard_error: 0.007003413453452538
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune4
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': 0.5442524358913045, 'latency_mean': 1.837259052991867, 'latency_p50': 1.844679355621338, 'latency_p90': 2.0310171842575073}, {'batch_size': 3, 'throughput': 1.1047311817296839, 'latency_mean': 2.703242219686508, 'latency_p50': 2.697628974914551, 'latency_p90': 2.9980173349380492}, {'batch_size': 5, 'throughput': 1.4026752867847117, 'latency_mean': 3.5433183300495146, 'latency_p50': 3.518481969833374, 'latency_p90': 4.000589156150818}, {'batch_size': 6, 'throughput': 1.5254792054783923, 'latency_mean': 3.9144876801967623, 'latency_p50': 3.9402307271957397, 'latency_p90': 4.461983275413513}, {'batch_size': 8, 'throughput': 1.6496604566191522, 'latency_mean': 4.816118062734604, 'latency_p50': 4.837025761604309, 'latency_p90': 5.408621430397034}, {'batch_size': 10, 'throughput': 1.7181563936079571, 'latency_mean': 5.757046484947205, 'latency_p50': 5.750036597251892, 'latency_p90': 6.636404800415039}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_47271_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-09-20
win_ratio: 0.5337488598358163
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-47271-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-47271-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-47271-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-47271-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-47271-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-47271-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-47271-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47271-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-47271-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-47271-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-47271-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-47271-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47271-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-47271-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-47271-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47271-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-47271-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-47271-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-47271-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47271-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-47271-v2-mkmlizer: Downloaded to shared memory in 64.962s
chaiml-mn24b-v2preferwi-47271-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-47271-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpcgbxgqby, device:0
chaiml-mn24b-v2preferwi-47271-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-47271-v2-mkmlizer: quantized model in 285.133s
chaiml-mn24b-v2preferwi-47271-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune4 in 350.096s
chaiml-mn24b-v2preferwi-47271-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-47271-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-47271-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47271-v2/nvidia
chaiml-mn24b-v2preferwi-47271-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47271-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-47271-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47271-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-47271-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47271-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-47271-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47271-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-47271-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47271-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-47271-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47271-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-47271-v2-mkmlizer completed after 437.37s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-47271-v2-mkmlizer
Pipeline stage MKMLizer completed in 437.86s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-47271-v2
Waiting for inference service chaiml-mn24b-v2preferwi-47271-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-47271-v2 ready after 70.6378607749939s
Pipeline stage MKMLDeployer completed in 71.53s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.7997667789459229s
Received healthy response to inference request in 1.6429738998413086s
Received healthy response to inference request in 1.6601958274841309s
Received healthy response to inference request in 2.5130579471588135s
Received healthy response to inference request in 1.7903809547424316s
5 requests
0 failed requests
5th percentile: 1.646418285369873
10th percentile: 1.6498626708984374
20th percentile: 1.6567514419555665
30th percentile: 1.686232852935791
40th percentile: 1.7383069038391112
50th percentile: 1.7903809547424316
60th percentile: 1.794135284423828
70th percentile: 1.7978896141052245
80th percentile: 1.9424250125885012
90th percentile: 2.2277414798736572
95th percentile: 2.3703997135162354
99th percentile: 2.4845263004302978
mean time: 1.8812750816345214
Pipeline stage StressChecker completed in 10.81s
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 0.98s
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 0.65s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_47271_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 0.09s
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-47271-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-47271-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 2771.87s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_47271_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_47271_v2 status is now torndown due to DeploymentManager action