developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_13318_v3
model_name: chaiml-mn24b-v2preferwi_13318_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-16T22:26:44+00:00
num_battles: 6364
num_wins: 3302
celo_rating: 1262.14
family_friendly_score: 0.5784
family_friendly_standard_error: 0.006983601363193635
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune5
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': 0.5405350487837185, 'latency_mean': 1.8499068522453308, 'latency_p50': 1.8628475666046143, 'latency_p90': 2.050234580039978}, {'batch_size': 3, 'throughput': 1.1019820677266714, 'latency_mean': 2.71149298787117, 'latency_p50': 2.7111330032348633, 'latency_p90': 3.0151363372802735}, {'batch_size': 5, 'throughput': 1.412442114717713, 'latency_mean': 3.521956239938736, 'latency_p50': 3.520212411880493, 'latency_p90': 4.04992778301239}, {'batch_size': 6, 'throughput': 1.5379732767873453, 'latency_mean': 3.89042289853096, 'latency_p50': 3.8666155338287354, 'latency_p90': 4.4692222595214846}, {'batch_size': 8, 'throughput': 1.672689340880989, 'latency_mean': 4.7496915483474735, 'latency_p50': 4.7436283826828, 'latency_p90': 5.371178507804871}, {'batch_size': 10, 'throughput': 1.7495778870501533, 'latency_mean': 5.661541260480881, 'latency_p50': 5.693132519721985, 'latency_p90': 6.393102073669434}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_13318_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-16
win_ratio: 0.5188560653676932
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-13318-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-13318-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-13318-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-13318-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-13318-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-13318-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-13318-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-13318-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-13318-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-13318-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-13318-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-13318-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-13318-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-13318-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-13318-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-13318-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-13318-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-13318-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-13318-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-13318-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-13318-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-13318-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-13318-v3-mkmlizer: Downloaded to shared memory in 52.086s
chaiml-mn24b-v2preferwi-13318-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo1_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-13318-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpu9cjv2o0, device:0
chaiml-mn24b-v2preferwi-13318-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-13318-v3-mkmlizer: quantized model in 288.017s
chaiml-mn24b-v2preferwi-13318-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo1_tune5 in 340.104s
chaiml-mn24b-v2preferwi-13318-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-13318-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-13318-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13318-v3/nvidia
chaiml-mn24b-v2preferwi-13318-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13318-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-13318-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13318-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-13318-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13318-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-13318-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13318-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-13318-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-13318-v3/nvidia/flywheel_model.1.safetensors
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Job chaiml-mn24b-v2preferwi-13318-v3-mkmlizer completed after 407.51s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-13318-v3-mkmlizer
Pipeline stage MKMLizer completed in 408.00s
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-13318-v3
Waiting for inference service chaiml-mn24b-v2preferwi-13318-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-13318-v3 ready after 60.30518889427185s
Pipeline stage MKMLDeployer completed in 60.91s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.086390733718872s
Received healthy response to inference request in 2.1964054107666016s
Received healthy response to inference request in 2.10404634475708s
Received healthy response to inference request in 1.8759095668792725s
Received healthy response to inference request in 1.6756787300109863s
5 requests
0 failed requests
5th percentile: 1.7157248973846435
10th percentile: 1.7557710647583007
20th percentile: 1.8358633995056153
30th percentile: 1.9180058002471925
40th percentile: 2.002198266983032
50th percentile: 2.086390733718872
60th percentile: 2.093452978134155
70th percentile: 2.1005152225494386
80th percentile: 2.1225181579589845
90th percentile: 2.159461784362793
95th percentile: 2.177933597564697
99th percentile: 2.192711048126221
mean time: 1.9876861572265625
Pipeline stage StressChecker completed in 11.44s
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 0.76s
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 0.63s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_13318_v3 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 2712.12s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_13318_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_13318_v3 status is now torndown due to DeploymentManager action