developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_37936_v4
model_name: chaiml-mn24b-v2preferwi_37936_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T22:17:49+00:00
num_battles: 5264
num_wins: 2755
celo_rating: 1267.1
family_friendly_score: 0.5756
family_friendly_standard_error: 0.00698977310075227
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_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': 0.5486822237439964, 'latency_mean': 1.8224235033988954, 'latency_p50': 1.8117090463638306, 'latency_p90': 2.0157732486724855}, {'batch_size': 3, 'throughput': 1.1274973912014006, 'latency_mean': 2.654124468564987, 'latency_p50': 2.6433123350143433, 'latency_p90': 2.9386369466781614}, {'batch_size': 5, 'throughput': 1.4212550057380875, 'latency_mean': 3.4860383641719817, 'latency_p50': 3.498170852661133, 'latency_p90': 3.946116495132446}, {'batch_size': 6, 'throughput': 1.5430257501644962, 'latency_mean': 3.860472118854523, 'latency_p50': 3.870730400085449, 'latency_p90': 4.436075520515442}, {'batch_size': 8, 'throughput': 1.705587082648941, 'latency_mean': 4.640322719812393, 'latency_p50': 4.677554368972778, 'latency_p90': 5.2467588663101195}, {'batch_size': 10, 'throughput': 1.7788668219031816, 'latency_mean': 5.556922974586487, 'latency_p50': 5.516992092132568, 'latency_p90': 6.4808602809906}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_37936_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-18
win_ratio: 0.5233662613981763
generation_params: {'temperature': 0.75, '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-37936-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-37936-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: Downloaded to shared memory in 99.920s
chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp8cpiohgb, device:0
chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: quantized model in 289.452s
chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_tune6 in 389.373s
chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37936-v4/nvidia
chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37936-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37936-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37936-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37936-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37936-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-37936-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37936-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-37936-v4-mkmlizer completed after 453.17s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-37936-v4-mkmlizer
Pipeline stage MKMLizer completed in 453.91s
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-37936-v4
Waiting for inference service chaiml-mn24b-v2preferwi-37936-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-37936-v4 ready after 60.33100390434265s
Pipeline stage MKMLDeployer completed in 61.15s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4868013858795166s
Received healthy response to inference request in 2.03497576713562s
Received healthy response to inference request in 2.1184699535369873s
Received healthy response to inference request in 2.102825880050659s
Received healthy response to inference request in 2.2112646102905273s
5 requests
0 failed requests
5th percentile: 2.048545789718628
10th percentile: 2.0621158123016357
20th percentile: 2.089255857467651
30th percentile: 2.1059546947479246
40th percentile: 2.112212324142456
50th percentile: 2.1184699535369873
60th percentile: 2.1555878162384032
70th percentile: 2.192705678939819
80th percentile: 2.266371965408325
90th percentile: 2.376586675643921
95th percentile: 2.4316940307617188
99th percentile: 2.475779914855957
mean time: 2.190867519378662
Pipeline stage StressChecker completed in 13.98s
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 1.46s
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 1.43s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_37936_v4 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 2938.35s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_37936_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_37936_v4 status is now torndown due to DeploymentManager action