developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_59255_v3
model_name: chaiml-mn24b-v2preferwi_59255_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-23T17:44:46+00:00
num_battles: 5849
num_wins: 2964
celo_rating: 1267.98
family_friendly_score: 0.569
family_friendly_standard_error: 0.007003413453452538
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_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': 0.5528242115542823, 'latency_mean': 1.8087737131118775, 'latency_p50': 1.7978603839874268, 'latency_p90': 2.031533050537109}, {'batch_size': 3, 'throughput': 1.105770991365721, 'latency_mean': 2.6934310114383697, 'latency_p50': 2.7011547088623047, 'latency_p90': 2.9600332975387573}, {'batch_size': 5, 'throughput': 1.4037861219904506, 'latency_mean': 3.53117772936821, 'latency_p50': 3.5453041791915894, 'latency_p90': 4.018159675598144}, {'batch_size': 6, 'throughput': 1.5198144666418445, 'latency_mean': 3.9215471971035005, 'latency_p50': 3.941062569618225, 'latency_p90': 4.437956809997559}, {'batch_size': 8, 'throughput': 1.6666634976924115, 'latency_mean': 4.756951338052749, 'latency_p50': 4.752695441246033, 'latency_p90': 5.390829563140869}, {'batch_size': 10, 'throughput': 1.7581238528014922, 'latency_mean': 5.64795160651207, 'latency_p50': 5.712633848190308, 'latency_p90': 6.529103016853332}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_59255_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-09-23
win_ratio: 0.5067532911608822
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-59255-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-59255-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: Downloaded to shared memory in 41.978s
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp4ptzd300, device:0
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-mn24b-v2preferwi_25797_v3: ('http://chaiml-mn24b-v2preferwi-25797-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:37184->127.0.0.1:8080: read: connection reset by peer\n')
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: quantized model in 285.506s
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune7 in 327.484s
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59255-v3/nvidia
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59255-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59255-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59255-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59255-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59255-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59255-v3/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-59255-v3-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-59255-v3-mkmlizer completed after 451.42s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-59255-v3-mkmlizer
Pipeline stage MKMLizer completed in 452.37s
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-59255-v3
Waiting for inference service chaiml-mn24b-v2preferwi-59255-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-59255-v3 ready after 60.28763437271118s
Pipeline stage MKMLDeployer completed in 60.90s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0415658950805664s
Received healthy response to inference request in 1.691568374633789s
Received healthy response to inference request in 1.817535400390625s
Received healthy response to inference request in 2.454385757446289s
Received healthy response to inference request in 1.8917531967163086s
5 requests
0 failed requests
5th percentile: 1.7167617797851562
10th percentile: 1.7419551849365233
20th percentile: 1.7923419952392579
30th percentile: 1.8323789596557618
40th percentile: 1.8620660781860352
50th percentile: 1.8917531967163086
60th percentile: 1.9516782760620117
70th percentile: 2.011603355407715
80th percentile: 2.124129867553711
90th percentile: 2.2892578125
95th percentile: 2.3718217849731444
99th percentile: 2.4378729629516602
mean time: 1.9793617248535156
Pipeline stage StressChecker completed in 11.76s
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 0.70s
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 0.67s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_59255_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 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-59255-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-59255-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 2824.24s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_59255_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_59255_v3 status is now torndown due to DeploymentManager action