chaiml-mn24b-v2preferwi_51114

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_51114_v1
model_name: chaiml-mn24b-v2preferwi_51114_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-12T18:53:38+00:00
num_battles: 5681
num_wins: 2940
celo_rating: 1263.95
family_friendly_score: 0.5566
family_friendly_standard_error: 0.007025616556573523
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune12
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': 0.3016540963249683, 'latency_mean': 3.314936134815216, 'latency_p50': 3.5023741722106934, 'latency_p90': 4.110060167312622}, {'batch_size': 2, 'throughput': 0.6501903230266629, 'latency_mean': 3.0656234550476076, 'latency_p50': 3.0486239194869995, 'latency_p90': 3.431434679031372}, {'batch_size': 3, 'throughput': 0.7662008452327347, 'latency_mean': 3.892478915452957, 'latency_p50': 3.8833587169647217, 'latency_p90': 4.392703628540039}, {'batch_size': 4, 'throughput': 0.8540797712861141, 'latency_mean': 4.67294556260109, 'latency_p50': 4.738771080970764, 'latency_p90': 5.291598963737488}, {'batch_size': 5, 'throughput': 0.8859220616243212, 'latency_mean': 5.609653533697128, 'latency_p50': 5.619754195213318, 'latency_p90': 6.382766938209533}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_51114_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune12
model_size: 24B
ranking_group: single
throughput_3p7s: 0.75
us_pacific_date: 2025-09-12
win_ratio: 0.5175145220911811
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': '{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-51114-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-51114-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: Downloaded to shared memory in 84.408s
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune12 already exists in ChaiML
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpnwmc8trl, device:0
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: quantized model in 288.543s
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune12 in 372.951s
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51114-v1/nvidia
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51114-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51114-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51114-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51114-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51114-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51114-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-51114-v1-mkmlizer completed after 458.45s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-51114-v1-mkmlizer
%s, retrying in %s seconds...
Stopping job with name chaiml-mn24b-v2preferwi-51114-v1-mkmlizer
%s, retrying in %s seconds...
Stopping job with name chaiml-mn24b-v2preferwi-51114-v1-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-mn24b-v2preferwi-51114-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-51114-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: Downloaded to shared memory in 58.617s
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune12 already exists in ChaiML
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmptt9w5gfd, device:0
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-grpo-nis-12bsftj_56492_v5: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-grpo-nis-12bsftj_56492_v5/predict', 'read tcp 127.0.0.1:49872->127.0.0.1:8080: read: connection reset by peer\n')
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: quantized model in 289.608s
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune12 in 348.226s
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51114-v1/nvidia
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51114-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51114-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51114-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51114-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51114-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-51114-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51114-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-51114-v1-mkmlizer completed after 419.42s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-51114-v1-mkmlizer
Pipeline stage MKMLizer completed in 879.19s
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-51114-v1
Ignoring service chaiml-mn24b-v2preferwi-51114-v1 already deployed
Waiting for inference service chaiml-mn24b-v2preferwi-51114-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-51114-v1 ready after 10.093137502670288s
Pipeline stage MKMLDeployer completed in 10.72s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.170534610748291s
Received healthy response to inference request in 3.2335641384124756s
Received healthy response to inference request in 2.077751398086548s
Received healthy response to inference request in 3.1884398460388184s
Received healthy response to inference request in 3.2259581089019775s
5 requests
0 failed requests
5th percentile: 2.2963080406188965
10th percentile: 2.514864683151245
20th percentile: 2.9519779682159424
30th percentile: 3.1741156578063965
40th percentile: 3.1812777519226074
50th percentile: 3.1884398460388184
60th percentile: 3.203447151184082
70th percentile: 3.218454456329346
80th percentile: 3.2274793148040772
90th percentile: 3.230521726608276
95th percentile: 3.232042932510376
99th percentile: 3.2332598972320556
mean time: 2.979249620437622
Pipeline stage StressChecker completed in 16.53s
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 0.74s
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_51114_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service chaiml-mn24b-v2preferwi-51114-v1-profiler is running
Tearing down inference service chaiml-mn24b-v2preferwi-51114-v1-profiler
Service chaiml-mn24b-v2preferwi-51114-v1-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 1.75s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-51114-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-51114-v1-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 2767.91s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_51114_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_51114_v1 status is now torndown due to DeploymentManager action