chaiml-mn24b-v2preferwin_3050

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwin_3050_v6
model_name: chaiml-mn24b-v2preferwin_3050_v6
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-13T19:18:50+00:00
num_battles: 6459
num_wins: 3513
celo_rating: 1283.33
family_friendly_score: 0.5853999999999999
family_friendly_standard_error: 0.006967163554847841
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune16
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': 0.5489377185455717, 'latency_mean': 1.8215986979007721, 'latency_p50': 1.8187074661254883, 'latency_p90': 2.0242417573928835}, {'batch_size': 3, 'throughput': 1.1186764323188068, 'latency_mean': 2.6721543169021604, 'latency_p50': 2.6785982847213745, 'latency_p90': 2.920278000831604}, {'batch_size': 5, 'throughput': 1.4348685264180954, 'latency_mean': 3.4635321509838106, 'latency_p50': 3.4575114250183105, 'latency_p90': 3.8861833572387696}, {'batch_size': 6, 'throughput': 1.5651871629362182, 'latency_mean': 3.80604283452034, 'latency_p50': 3.812612771987915, 'latency_p90': 4.27723696231842}, {'batch_size': 8, 'throughput': 1.695601353413051, 'latency_mean': 4.665582655668259, 'latency_p50': 4.705712676048279, 'latency_p90': 5.255481123924255}, {'batch_size': 10, 'throughput': 1.7825716668521359, 'latency_mean': 5.559180653095245, 'latency_p50': 5.601861953735352, 'latency_p90': 6.397185254096985}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwin_3050_v6
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune16
model_size: 24B
ranking_group: single
throughput_3p7s: 1.54
us_pacific_date: 2025-09-13
win_ratio: 0.5438922433813284
generation_params: {'temperature': 0.6, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 40, 'presence_penalty': 0.25, 'frequency_penalty': 0.25, '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-v2preferwin-3050-v6-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwin-3050-v6-mkmlizer to finish
chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: Downloaded to shared memory in 57.056s
chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune16 already exists in ChaiML
chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpq9ers650, device:0
chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Retrying (%r) after connection broken by '%r': %s
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-v2preferwin-3050-v6-mkmlizer: quantized model in 289.130s
chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune16 in 346.187s
chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v6/nvidia
chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v6/nvidia/config.json
chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v6/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v6/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v6/nvidia/tokenizer.json
chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v6/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwin-3050-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v6/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwin-3050-v6-mkmlizer completed after 407.92s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwin-3050-v6-mkmlizer
Pipeline stage MKMLizer completed in 408.40s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.38s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwin-3050-v6
Waiting for inference service chaiml-mn24b-v2preferwin-3050-v6 to be ready
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', '')
Inference service chaiml-mn24b-v2preferwin-3050-v6 ready after 60.34851384162903s
Pipeline stage MKMLDeployer completed in 60.93s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4245777130126953s
Received healthy response to inference request in 1.990929365158081s
Received healthy response to inference request in 1.839123010635376s
Received healthy response to inference request in 1.9972460269927979s
Received healthy response to inference request in 2.375955820083618s
5 requests
0 failed requests
5th percentile: 1.869484281539917
10th percentile: 1.899845552444458
20th percentile: 1.96056809425354
30th percentile: 1.9921926975250244
40th percentile: 1.9947193622589112
50th percentile: 1.9972460269927979
60th percentile: 2.148729944229126
70th percentile: 2.300213861465454
80th percentile: 2.3856801986694336
90th percentile: 2.4051289558410645
95th percentile: 2.41485333442688
99th percentile: 2.422632837295532
mean time: 2.1255663871765136
Pipeline stage StressChecker completed in 11.99s
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 0.68s
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 0.81s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_3050_v6 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 0.10s
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-v2preferwin-3050-v6-profiler
Waiting for inference service chaiml-mn24b-v2preferwin-3050-v6-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 2795.22s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_3050_v6 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwin_3050_v6 status is now torndown due to DeploymentManager action