developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_87788_v2
model_name: chaiml-mn24b-v2preferwi_87788_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-17T01:53:05+00:00
num_battles: 5669
num_wins: 2985
celo_rating: 1278.39
family_friendly_score: 0.5893999999999999
family_friendly_standard_error: 0.006957120668782452
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo4_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': 0.5497177129234126, 'latency_mean': 1.8190169358253478, 'latency_p50': 1.8047502040863037, 'latency_p90': 2.0219616889953613}, {'batch_size': 3, 'throughput': 1.1142520655760373, 'latency_mean': 2.675862160921097, 'latency_p50': 2.699193835258484, 'latency_p90': 2.9387084007263184}, {'batch_size': 5, 'throughput': 1.4296050928208983, 'latency_mean': 3.4850066649913787, 'latency_p50': 3.462801218032837, 'latency_p90': 3.902510595321655}, {'batch_size': 6, 'throughput': 1.5631435119597732, 'latency_mean': 3.8219194746017457, 'latency_p50': 3.8154457807540894, 'latency_p90': 4.326214051246643}, {'batch_size': 8, 'throughput': 1.7057611404329973, 'latency_mean': 4.655591499805451, 'latency_p50': 4.665503621101379, 'latency_p90': 5.250296115875244}, {'batch_size': 10, 'throughput': 1.798667129020123, 'latency_mean': 5.501707110404968, 'latency_p50': 5.529163360595703, 'latency_p90': 6.161741137504578}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_87788_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-16
win_ratio: 0.5265478920444523
generation_params: {'temperature': 0.65, '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-87788-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-87788-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: Downloaded to shared memory in 60.837s
chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo4_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpxoc6ap8e, device:0
chaiml-mn24b-v2preferwi-87788-v2-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-87788-v2-mkmlizer: quantized model in 289.318s
chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo4_tune1 in 350.156s
chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87788-v2/nvidia
chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87788-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87788-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87788-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87788-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87788-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-87788-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87788-v2/nvidia/flywheel_model.0.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-87788-v2-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-87788-v2-mkmlizer completed after 418.6s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-87788-v2-mkmlizer
Pipeline stage MKMLizer completed in 419.11s
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-87788-v2
Waiting for inference service chaiml-mn24b-v2preferwi-87788-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-87788-v2 ready after 60.32784867286682s
Pipeline stage MKMLDeployer completed in 61.29s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.889594554901123s
Received healthy response to inference request in 1.920839786529541s
Received healthy response to inference request in 1.6832704544067383s
Received healthy response to inference request in 1.6440794467926025s
Received healthy response to inference request in 1.8077335357666016s
5 requests
0 failed requests
5th percentile: 1.6519176483154296
10th percentile: 1.6597558498382567
20th percentile: 1.6754322528839112
30th percentile: 1.708163070678711
40th percentile: 1.7579483032226562
50th percentile: 1.8077335357666016
60th percentile: 1.8404779434204102
70th percentile: 1.8732223510742188
80th percentile: 1.8958436012268067
90th percentile: 1.9083416938781739
95th percentile: 1.9145907402038573
99th percentile: 1.9195899772644043
mean time: 1.7891035556793213
Pipeline stage StressChecker completed in 10.39s
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 1.04s
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 0.95s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_87788_v2 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-87788-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-87788-v2-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 2730.93s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_87788_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_87788_v2 status is now torndown due to DeploymentManager action