developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwin_4084_v5
model_name: chaiml-mn24b-v2preferwin_4084_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T14:43:23+00:00
num_battles: 6087
num_wins: 3250
celo_rating: 1278.75
family_friendly_score: 0.5552
family_friendly_standard_error: 0.007027844050631744
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_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': 0.5437849467071133, 'latency_mean': 1.8388371562957764, 'latency_p50': 1.8484771251678467, 'latency_p90': 2.022283434867859}, {'batch_size': 3, 'throughput': 1.1135212056654422, 'latency_mean': 2.687120212316513, 'latency_p50': 2.692463994026184, 'latency_p90': 2.953259301185608}, {'batch_size': 5, 'throughput': 1.425083220110597, 'latency_mean': 3.4850586688518526, 'latency_p50': 3.46586811542511, 'latency_p90': 4.020185756683349}, {'batch_size': 6, 'throughput': 1.5305558677081794, 'latency_mean': 3.8950470793247223, 'latency_p50': 3.857006549835205, 'latency_p90': 4.3681402683258055}, {'batch_size': 8, 'throughput': 1.6830765166391757, 'latency_mean': 4.712604244947434, 'latency_p50': 4.712579727172852, 'latency_p90': 5.342987871170044}, {'batch_size': 10, 'throughput': 1.7572636911189965, 'latency_mean': 5.653978077173233, 'latency_p50': 5.697682976722717, 'latency_p90': 6.5018350124359126}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwin_4084_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-19
win_ratio: 0.5339247576803022
generation_params: {'temperature': 0.8, '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-v2preferwin-4084-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwin-4084-v5-mkmlizer to finish
chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: Downloaded to shared memory in 60.645s
chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpk_hrzgfr, device:0
chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission blend_hemen_2025-09-02: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-rirv938-0sw-96p_18713_v10/predict', '{"detail":"1 validation error for RuntimeResponse\\npredictions\\n  Field required [type=missing, input_value={\'detail\': \'[Errno 104] Connection reset by peer\'}, input_type=dict]\\n    For further information visit https://errors.pydantic.dev/2.11/v/missing"}')
chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: quantized model in 289.424s
chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune7 in 350.069s
chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4084-v5/nvidia
chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4084-v5/nvidia/config.json
chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4084-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4084-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4084-v5/nvidia/tokenizer.json
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-v2preferwin-4084-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4084-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4084-v5/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwin-4084-v5-mkmlizer: 
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Job chaiml-mn24b-v2preferwin-4084-v5-mkmlizer completed after 445.72s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwin-4084-v5-mkmlizer
Pipeline stage MKMLizer completed in 446.67s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwin-4084-v5
Waiting for inference service chaiml-mn24b-v2preferwin-4084-v5 to be ready
Inference service chaiml-mn24b-v2preferwin-4084-v5 ready after 60.87398910522461s
Pipeline stage MKMLDeployer completed in 62.03s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.9338281154632568s
Received healthy response to inference request in 2.378248691558838s
Received healthy response to inference request in 1.6476192474365234s
Received healthy response to inference request in 2.6858551502227783s
Received healthy response to inference request in 1.9597797393798828s
5 requests
0 failed requests
5th percentile: 1.7048610210418702
10th percentile: 1.7621027946472168
20th percentile: 1.87658634185791
30th percentile: 1.939018440246582
40th percentile: 1.9493990898132325
50th percentile: 1.9597797393798828
60th percentile: 2.127167320251465
70th percentile: 2.2945549011230466
80th percentile: 2.439769983291626
90th percentile: 2.562812566757202
95th percentile: 2.6243338584899902
99th percentile: 2.6735508918762205
mean time: 2.121066188812256
Pipeline stage StressChecker completed in 12.91s
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 0.84s
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 0.94s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_4084_v5 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 3059.69s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_4084_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwin_4084_v5 status is now torndown due to DeploymentManager action