developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_52023_v4
model_name: chaiml-mn24b-v2preferwi_52023_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T18:14:03+00:00
num_battles: 5946
num_wins: 3172
celo_rating: 1279.12
family_friendly_score: 0.5582
family_friendly_standard_error: 0.007023001637476671
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_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': 0.5471665440712383, 'latency_mean': 1.827497479915619, 'latency_p50': 1.839734435081482, 'latency_p90': 2.014916729927063}, {'batch_size': 3, 'throughput': 1.1129842452365026, 'latency_mean': 2.6856576454639436, 'latency_p50': 2.697231888771057, 'latency_p90': 2.9543759346008303}, {'batch_size': 5, 'throughput': 1.4247442768957952, 'latency_mean': 3.49683779835701, 'latency_p50': 3.4951599836349487, 'latency_p90': 3.9223158836364744}, {'batch_size': 6, 'throughput': 1.5386939428005828, 'latency_mean': 3.877472897768021, 'latency_p50': 3.877602219581604, 'latency_p90': 4.378969144821167}, {'batch_size': 8, 'throughput': 1.7003234107877008, 'latency_mean': 4.677236958742141, 'latency_p50': 4.662891983985901, 'latency_p90': 5.313050985336304}, {'batch_size': 10, 'throughput': 1.779614473068868, 'latency_mean': 5.568493412733078, 'latency_p50': 5.577160120010376, 'latency_p90': 6.427272915840149}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_52023_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-21
win_ratio: 0.5334678775647494
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-52023-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-52023-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-52023-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-52023-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-52023-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-52023-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-52023-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-52023-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-52023-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52023-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-52023-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-52023-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-52023-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-52023-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52023-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-52023-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-52023-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52023-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-52023-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-52023-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-52023-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52023-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-52023-v4-mkmlizer: Downloaded to shared memory in 46.921s
chaiml-mn24b-v2preferwi-52023-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-52023-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpf7rxw2kc, device:0
chaiml-mn24b-v2preferwi-52023-v4-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', '')
chaiml-mn24b-v2preferwi-52023-v4-mkmlizer: quantized model in 285.085s
chaiml-mn24b-v2preferwi-52023-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune4 in 332.007s
chaiml-mn24b-v2preferwi-52023-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-52023-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-52023-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52023-v4/nvidia
chaiml-mn24b-v2preferwi-52023-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52023-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-52023-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52023-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-52023-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52023-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-52023-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52023-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-52023-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52023-v4/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-52023-v4-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-52023-v4-mkmlizer completed after 418.9s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-52023-v4-mkmlizer
Pipeline stage MKMLizer completed in 419.65s
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-52023-v4
Waiting for inference service chaiml-mn24b-v2preferwi-52023-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-52023-v4 ready after 60.325368881225586s
Pipeline stage MKMLDeployer completed in 61.12s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3134148120880127s
Received healthy response to inference request in 2.435941457748413s
Received healthy response to inference request in 1.99312162399292s
Received healthy response to inference request in 2.1808574199676514s
Received healthy response to inference request in 1.8712763786315918s
5 requests
0 failed requests
5th percentile: 1.8956454277038575
10th percentile: 1.9200144767761231
20th percentile: 1.9687525749206543
30th percentile: 2.030668783187866
40th percentile: 2.1057631015777587
50th percentile: 2.1808574199676514
60th percentile: 2.233880376815796
70th percentile: 2.2869033336639406
80th percentile: 2.337920141220093
90th percentile: 2.386930799484253
95th percentile: 2.411436128616333
99th percentile: 2.431040391921997
mean time: 2.1589223384857177
Pipeline stage StressChecker completed in 12.95s
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 0.65s
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 0.80s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_52023_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 2763.02s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_52023_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_52023_v4 status is now torndown due to DeploymentManager action