developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_48898_v3
model_name: chaiml-mn24b-v2preferwi_48898_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T20:12:17+00:00
num_battles: 5240
num_wins: 2750
celo_rating: 1277.51
family_friendly_score: 0.5668
family_friendly_standard_error: 0.007007678074797671
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune1
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': 0.547077285270779, 'latency_mean': 1.8277886521816253, 'latency_p50': 1.8484739065170288, 'latency_p90': 2.0296019315719604}, {'batch_size': 3, 'throughput': 1.1186473931271963, 'latency_mean': 2.679494696855545, 'latency_p50': 2.6736899614334106, 'latency_p90': 2.99660861492157}, {'batch_size': 5, 'throughput': 1.4383208524177444, 'latency_mean': 3.4526858019828794, 'latency_p50': 3.450012683868408, 'latency_p90': 3.945067572593689}, {'batch_size': 6, 'throughput': 1.5656096313310115, 'latency_mean': 3.80974946975708, 'latency_p50': 3.8186384439468384, 'latency_p90': 4.324802684783935}, {'batch_size': 8, 'throughput': 1.7236915964796986, 'latency_mean': 4.615184028148651, 'latency_p50': 4.645088315010071, 'latency_p90': 5.198092746734619}, {'batch_size': 10, 'throughput': 1.7959550231255055, 'latency_mean': 5.507135362625122, 'latency_p50': 5.527724385261536, 'latency_p90': 6.305728960037231}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_48898_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.54
us_pacific_date: 2025-09-19
win_ratio: 0.5248091603053435
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-48898-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-48898-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: Downloaded to shared memory in 66.447s
chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp836cgkjf, device:0
chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: quantized model in 288.634s
chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune1 in 355.082s
chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48898-v3/nvidia
chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48898-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48898-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48898-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48898-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48898-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-48898-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48898-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-48898-v3-mkmlizer completed after 479.75s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-48898-v3-mkmlizer
Pipeline stage MKMLizer completed in 480.53s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.34s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-48898-v3
Waiting for inference service chaiml-mn24b-v2preferwi-48898-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-48898-v3 ready after 60.264907121658325s
Pipeline stage MKMLDeployer completed in 63.15s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.6285109519958496s
Received healthy response to inference request in 1.5204901695251465s
Received healthy response to inference request in 1.8119864463806152s
Received healthy response to inference request in 1.6031103134155273s
Received healthy response to inference request in 1.2763147354125977s
5 requests
0 failed requests
5th percentile: 1.3251498222351075
10th percentile: 1.3739849090576173
20th percentile: 1.4716550827026367
30th percentile: 1.5370141983032226
40th percentile: 1.570062255859375
50th percentile: 1.6031103134155273
60th percentile: 1.6866607666015625
70th percentile: 1.7702112197875977
80th percentile: 1.9752913475036622
90th percentile: 2.301901149749756
95th percentile: 2.4652060508728026
99th percentile: 2.59584997177124
mean time: 1.7680825233459472
Pipeline stage StressChecker completed in 10.16s
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 0.63s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_48898_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 0.13s
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-48898-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-48898-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 3094.87s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_48898_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_48898_v3 status is now torndown due to DeploymentManager action