developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_57536_v1
model_name: chaiml-mn24b-v2preferwi_57536_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T19:23:00+00:00
num_battles: 5681
num_wins: 2922
celo_rating: 1267.05
family_friendly_score: 0.5728
family_friendly_standard_error: 0.006995715260071696
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune2
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': 0.5487086958109609, 'latency_mean': 1.8223628509044647, 'latency_p50': 1.8279757499694824, 'latency_p90': 2.0090478658676147}, {'batch_size': 3, 'throughput': 1.117385767890788, 'latency_mean': 2.6814643692970277, 'latency_p50': 2.6970733404159546, 'latency_p90': 2.9529201984405518}, {'batch_size': 5, 'throughput': 1.4354398978682903, 'latency_mean': 3.4554283165931703, 'latency_p50': 3.4615572690963745, 'latency_p90': 3.9413816928863525}, {'batch_size': 6, 'throughput': 1.5426099423729096, 'latency_mean': 3.867475211620331, 'latency_p50': 3.885173797607422, 'latency_p90': 4.382303833961487}, {'batch_size': 8, 'throughput': 1.6971767271742457, 'latency_mean': 4.683529548645019, 'latency_p50': 4.672922253608704, 'latency_p90': 5.461434435844422}, {'batch_size': 10, 'throughput': 1.789009749477496, 'latency_mean': 5.535706422328949, 'latency_p50': 5.47337806224823, 'latency_p90': 6.3987274169921875}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_57536_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-18
win_ratio: 0.51434606583348
generation_params: {'temperature': 0.6, '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-57536-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-57536-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: Downloaded to shared memory in 64.198s
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp7t1x9689, device:0
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: quantized model in 288.014s
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_tune2 in 352.212s
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57536-v1/nvidia
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57536-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57536-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57536-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57536-v1/nvidia/flywheel_model.1.safetensors
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-57536-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57536-v1/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-57536-v1-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-57536-v1-mkmlizer completed after 490.77s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-57536-v1-mkmlizer
Pipeline stage MKMLizer completed in 491.33s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-57536-v1
Waiting for inference service chaiml-mn24b-v2preferwi-57536-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-57536-v1 ready after 50.29824995994568s
Pipeline stage MKMLDeployer completed in 50.89s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3175673484802246s
Received healthy response to inference request in 1.987581491470337s
Received healthy response to inference request in 1.6447038650512695s
Received healthy response to inference request in 1.7977426052093506s
Received healthy response to inference request in 1.6381874084472656s
5 requests
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', '')
0 failed requests
5th percentile: 1.6394906997680665
10th percentile: 1.6407939910888671
20th percentile: 1.6434005737304687
30th percentile: 1.6753116130828858
40th percentile: 1.736527109146118
50th percentile: 1.7977426052093506
60th percentile: 1.873678159713745
70th percentile: 1.9496137142181396
80th percentile: 2.0535786628723147
90th percentile: 2.1855730056762694
95th percentile: 2.251570177078247
99th percentile: 2.3043679141998292
mean time: 1.8771565437316895
Pipeline stage StressChecker completed in 10.85s
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 0.79s
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 0.97s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_57536_v1 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 3100.48s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_57536_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_57536_v1 status is now torndown due to DeploymentManager action