developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_48125_v4
model_name: chaiml-mn24b-v2preferwi_48125_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-30T00:53:41+00:00
num_battles: 5600
num_wins: 2998
celo_rating: 1285.59
family_friendly_score: 0.5364
family_friendly_standard_error: 0.007052305155053913
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_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': 0.5463985660825937, 'latency_mean': 1.830063978433609, 'latency_p50': 1.8351935148239136, 'latency_p90': 2.0245261669158934}, {'batch_size': 3, 'throughput': 1.1297360302352768, 'latency_mean': 2.6499448835849764, 'latency_p50': 2.6345927715301514, 'latency_p90': 2.9027130126953122}, {'batch_size': 5, 'throughput': 1.429600022764236, 'latency_mean': 3.477937990427017, 'latency_p50': 3.465449810028076, 'latency_p90': 3.9061594009399414}, {'batch_size': 6, 'throughput': 1.5459321631253915, 'latency_mean': 3.858201222419739, 'latency_p50': 3.863657236099243, 'latency_p90': 4.323252272605896}, {'batch_size': 8, 'throughput': 1.7099284581748424, 'latency_mean': 4.664144705533982, 'latency_p50': 4.678143739700317, 'latency_p90': 5.339871120452881}, {'batch_size': 10, 'throughput': 1.7877547361059274, 'latency_mean': 5.559988638162613, 'latency_p50': 5.542063474655151, 'latency_p90': 6.373115229606628}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_48125_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-29
win_ratio: 0.5353571428571429
generation_params: {'temperature': 0.75, '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-48125-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-48125-v4-mkmlizer to finish
Failed to get response for submission chaiml-jace-lightwood-s_43552_v2: HTTPConnectionPool(host='chaiml-jace-lightwood-s-43552-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
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chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Stopping job with name chaiml-mn24b-v2preferwi-48125-v4-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-mn24b-v2preferwi-48125-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-48125-v4-mkmlizer to finish
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chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: Downloaded to shared memory in 63.982s
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpce4fyzbu, device:0
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: quantized model in 284.797s
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune5 in 348.780s
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48125-v4/nvidia
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48125-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48125-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48125-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48125-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48125-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-48125-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48125-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-48125-v4-mkmlizer completed after 435.0s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-48125-v4-mkmlizer
Pipeline stage MKMLizer completed in 519.97s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.21s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-48125-v4
Waiting for inference service chaiml-mn24b-v2preferwi-48125-v4 to be ready
Failed to get response for submission chaiml-llama38b-1800seqt_5646_v1: HTTPConnectionPool(host='chaiml-llama38b-1800seqt-5646-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-mn24b-v2preferwi-48125-v4 ready after 60.54171562194824s
Pipeline stage MKMLDeployer completed in 61.45s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0492565631866455s
Received healthy response to inference request in 1.7200462818145752s
Received healthy response to inference request in 2.0041866302490234s
Received healthy response to inference request in 1.9921870231628418s
Received healthy response to inference request in 2.4883129596710205s
5 requests
0 failed requests
5th percentile: 1.7744744300842286
10th percentile: 1.828902578353882
20th percentile: 1.9377588748931884
30th percentile: 1.9945869445800781
40th percentile: 1.9993867874145508
50th percentile: 2.0041866302490234
60th percentile: 2.0222146034240724
70th percentile: 2.040242576599121
80th percentile: 2.1370678424835208
90th percentile: 2.3126904010772704
95th percentile: 2.4005016803741452
99th percentile: 2.4707507038116456
mean time: 2.0507978916168215
Pipeline stage StressChecker completed in 11.75s
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 0.67s
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 0.68s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_48125_v4 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 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-48125-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-48125-v4-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 4623.19s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_48125_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_48125_v4 status is now torndown due to DeploymentManager action