developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_20748_v3
model_name: chaiml-mn24b-v2preferwi_20748_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-12T11:03:08+00:00
num_battles: 6504
num_wins: 3451
celo_rating: 1272.02
family_friendly_score: 0.581
family_friendly_standard_error: 0.006977664365674233
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune9
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': 0.5468714324611836, 'latency_mean': 1.828461709022522, 'latency_p50': 1.8265585899353027, 'latency_p90': 2.0414151906967164}, {'batch_size': 3, 'throughput': 1.1118362499587564, 'latency_mean': 2.687604528665543, 'latency_p50': 2.6612794399261475, 'latency_p90': 2.979201626777649}, {'batch_size': 5, 'throughput': 1.4245778269096592, 'latency_mean': 3.4969095301628115, 'latency_p50': 3.520758867263794, 'latency_p90': 3.9300971031188965}, {'batch_size': 6, 'throughput': 1.5291876770340986, 'latency_mean': 3.897735148668289, 'latency_p50': 3.902120351791382, 'latency_p90': 4.3904237985610965}, {'batch_size': 8, 'throughput': 1.6722479311817386, 'latency_mean': 4.752527823448181, 'latency_p50': 4.727130651473999, 'latency_p90': 5.650235486030579}, {'batch_size': 10, 'throughput': 1.7474980107662448, 'latency_mean': 5.668330612182618, 'latency_p50': 5.6898252964019775, 'latency_p90': 6.464353036880493}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_20748_v3
ineligible_reason: num_battles<10000
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune9
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-12
win_ratio: 0.5305965559655597
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': '{prompt}\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-20748-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-20748-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-20748-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-20748-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-20748-v3-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-20748-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-20748-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-20748-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-20748-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-20748-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-20748-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-20748-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-20748-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-20748-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-20748-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-20748-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-20748-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-20748-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-20748-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-20748-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-20748-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-20748-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-20748-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-20748-v3-mkmlizer: Downloaded to shared memory in 53.148s
chaiml-mn24b-v2preferwi-20748-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune9 already exists in ChaiML
chaiml-mn24b-v2preferwi-20748-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpc43b2iwq, device:0
chaiml-mn24b-v2preferwi-20748-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', '')
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-20748-v3-mkmlizer: quantized model in 292.717s
chaiml-mn24b-v2preferwi-20748-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune9 in 345.865s
chaiml-mn24b-v2preferwi-20748-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-20748-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-20748-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20748-v3/nvidia
chaiml-mn24b-v2preferwi-20748-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20748-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-20748-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20748-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-20748-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20748-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-20748-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20748-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-20748-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20748-v3/nvidia/flywheel_model.1.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-20748-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-20748-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-20748-v3-mkmlizer completed after 468.04s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-20748-v3-mkmlizer
Pipeline stage MKMLizer completed in 468.75s
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-20748-v3
Waiting for inference service chaiml-mn24b-v2preferwi-20748-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-20748-v3 ready after 30.269829750061035s
Pipeline stage MKMLDeployer completed in 31.02s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1789071559906006s
Received healthy response to inference request in 1.844959020614624s
Received healthy response to inference request in 1.7727458477020264s
Received healthy response to inference request in 1.7043414115905762s
Received healthy response to inference request in 1.3406951427459717s
5 requests
0 failed requests
5th percentile: 1.4134243965148925
10th percentile: 1.4861536502838135
20th percentile: 1.6316121578216554
30th percentile: 1.7180222988128662
40th percentile: 1.7453840732574464
50th percentile: 1.7727458477020264
60th percentile: 1.8016311168670653
70th percentile: 1.8305163860321045
80th percentile: 1.9117486476898193
90th percentile: 2.04532790184021
95th percentile: 2.1121175289154053
99th percentile: 2.1655492305755617
mean time: 1.7683297157287599
Pipeline stage StressChecker completed in 10.43s
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 0.74s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_20748_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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-20748-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-20748-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 2527.46s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_20748_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_20748_v3 status is now torndown due to DeploymentManager action