chaiml-mn24b-v2preferwi_73014

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_73014_v3
model_name: chaiml-mn24b-v2preferwi_73014_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-20T17:22:55+00:00
num_battles: 5427
num_wins: 2799
celo_rating: 1270.71
family_friendly_score: 0.5618000000000001
family_friendly_standard_error: 0.007016847725296595
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune7
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': 0.5442284935682016, 'latency_mean': 1.8373619246482848, 'latency_p50': 1.8430038690567017, 'latency_p90': 2.0344107389450072}, {'batch_size': 3, 'throughput': 1.1032787591621889, 'latency_mean': 2.70416114449501, 'latency_p50': 2.735268235206604, 'latency_p90': 2.9717416048049925}, {'batch_size': 5, 'throughput': 1.4234241606529079, 'latency_mean': 3.4961547005176543, 'latency_p50': 3.5041168928146362, 'latency_p90': 3.91625440120697}, {'batch_size': 6, 'throughput': 1.5158112874895704, 'latency_mean': 3.943091580867767, 'latency_p50': 3.9604114294052124, 'latency_p90': 4.429045581817627}, {'batch_size': 8, 'throughput': 1.6797370997486174, 'latency_mean': 4.7285729038715365, 'latency_p50': 4.716345548629761, 'latency_p90': 5.35445282459259}, {'batch_size': 10, 'throughput': 1.7443836829616726, 'latency_mean': 5.6877950417995455, 'latency_p50': 5.662237286567688, 'latency_p90': 6.619383502006531}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_73014_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-09-20
win_ratio: 0.5157545605306799
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-73014-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-73014-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: Downloaded to shared memory in 48.182s
chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpa_84cfkf, device:0
chaiml-mn24b-v2preferwi-73014-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', '')
chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: quantized model in 286.283s
chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune7 in 334.465s
chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73014-v3/nvidia
chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73014-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73014-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73014-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73014-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73014-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73014-v3/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-73014-v3-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-73014-v3-mkmlizer completed after 478.76s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-73014-v3-mkmlizer
Pipeline stage MKMLizer completed in 479.24s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-73014-v3
Waiting for inference service chaiml-mn24b-v2preferwi-73014-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-73014-v3 ready after 60.30722522735596s
Pipeline stage MKMLDeployer completed in 60.88s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2907967567443848s
Received healthy response to inference request in 1.94046950340271s
Received healthy response to inference request in 1.6882810592651367s
Received healthy response to inference request in 2.008579969406128s
Received healthy response to inference request in 1.4466371536254883s
5 requests
0 failed requests
5th percentile: 1.4949659347534179
10th percentile: 1.5432947158813477
20th percentile: 1.6399522781372071
30th percentile: 1.7387187480926514
40th percentile: 1.8395941257476807
50th percentile: 1.94046950340271
60th percentile: 1.9677136898040772
70th percentile: 1.9949578762054443
80th percentile: 2.065023326873779
90th percentile: 2.177910041809082
95th percentile: 2.2343533992767335
99th percentile: 2.2795080852508547
mean time: 1.8749528884887696
Pipeline stage StressChecker completed in 10.98s
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 0.77s
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 0.82s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_73014_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 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-73014-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-73014-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 3130.13s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_73014_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_73014_v3 status is now torndown due to DeploymentManager action