developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_93858_v3
model_name: chaiml-mn24b-v2preferwi_93858_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-20T00:34:35+00:00
num_battles: 6239
num_wins: 3300
celo_rating: 1274.79
family_friendly_score: 0.5549999999999999
family_friendly_standard_error: 0.007028157653325657
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune5
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': 0.5465881006825789, 'latency_mean': 1.8294210994243623, 'latency_p50': 1.836046576499939, 'latency_p90': 2.0214782476425173}, {'batch_size': 3, 'throughput': 1.1177172142515783, 'latency_mean': 2.6681131291389466, 'latency_p50': 2.6593786478042603, 'latency_p90': 2.980513000488281}, {'batch_size': 5, 'throughput': 1.4453224308372457, 'latency_mean': 3.4473995673656463, 'latency_p50': 3.4326415061950684, 'latency_p90': 3.8737218379974365}, {'batch_size': 6, 'throughput': 1.5440412223088833, 'latency_mean': 3.853924696445465, 'latency_p50': 3.8605031967163086, 'latency_p90': 4.357610511779785}, {'batch_size': 8, 'throughput': 1.7016585690351984, 'latency_mean': 4.666652806997299, 'latency_p50': 4.636671185493469, 'latency_p90': 5.44057068824768}, {'batch_size': 10, 'throughput': 1.7823695307374554, 'latency_mean': 5.555546804666519, 'latency_p50': 5.591866493225098, 'latency_p90': 6.411430692672729}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_93858_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-19
win_ratio: 0.5289309184164129
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-93858-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-93858-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: Downloaded to shared memory in 68.068s
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp00efloqa, device:0
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: quantized model in 287.078s
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune5 in 355.146s
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v3/nvidia
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: DEBUG retryable error: RequestError: send request failed
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: caused by: Put "https://object.ord1.coreweave.com/guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v3/nvidia/flywheel_model.0.safetensors?partNumber=133&uploadId=2~Pst5Avdqj7rlh4XdNJVTAFnh82NUXQ6": write tcp 10.0.11.141:37208->216.153.53.63:443: use of closed network connection
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: 
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ERROR "cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v3/nvidia/flywheel_model.0.safetensors": MultipartUpload: upload multipart failed upload id: 2~Pst5Avdqj7rlh4XdNJVTAFnh82NUXQ6 caused by: SignatureDoesNotMatch:  status code: 403, request id: tx00000bcbfb91bab27a4e4-0068cdf871-12253d55eb-default, host id:
Job chaiml-mn24b-v2preferwi-93858-v3-mkmlizer completed after 489.49s with status: failed
Stopping job with name chaiml-mn24b-v2preferwi-93858-v3-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-mn24b-v2preferwi-93858-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-93858-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: Downloaded to shared memory in 72.892s
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpag7f7yut, device:0
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: quantized model in 292.465s
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune5 in 365.358s
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v3/nvidia
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v3/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-93858-v3-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-93858-v3-mkmlizer completed after 430.6s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-93858-v3-mkmlizer
Pipeline stage MKMLizer completed in 921.10s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.19s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-93858-v3
Waiting for inference service chaiml-mn24b-v2preferwi-93858-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-93858-v3 ready after 60.61531400680542s
Pipeline stage MKMLDeployer completed in 61.25s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0143628120422363s
Received healthy response to inference request in 1.6921186447143555s
Received healthy response to inference request in 1.7792985439300537s
Received healthy response to inference request in 1.5262329578399658s
Received healthy response to inference request in 1.7695271968841553s
5 requests
0 failed requests
5th percentile: 1.5594100952148438
10th percentile: 1.5925872325897217
20th percentile: 1.6589415073394775
30th percentile: 1.7076003551483154
40th percentile: 1.7385637760162354
50th percentile: 1.7695271968841553
60th percentile: 1.7734357357025146
70th percentile: 1.777344274520874
80th percentile: 1.8263113975524903
90th percentile: 1.9203371047973632
95th percentile: 1.9673499584197998
99th percentile: 2.004960241317749
mean time: 1.7563080310821533
Pipeline stage StressChecker completed in 10.53s
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 0.69s
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 0.72s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_93858_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 0.13s
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-93858-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-93858-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 2934.68s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_93858_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_93858_v3 status is now torndown due to DeploymentManager action