developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_95410_v4
model_name: chaiml-mn24b-v2preferwi_95410_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-30T06:40:21+00:00
num_battles: 5635
num_wins: 2614
celo_rating: 1238.12
family_friendly_score: 0.5412
family_friendly_standard_error: 0.007047021498477211
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft2
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': 0.5474756377375186, 'latency_mean': 1.8264465963840484, 'latency_p50': 1.8237594366073608, 'latency_p90': 2.0114380359649657}, {'batch_size': 3, 'throughput': 1.1101831330997998, 'latency_mean': 2.690840039253235, 'latency_p50': 2.708465337753296, 'latency_p90': 3.0203709602355957}, {'batch_size': 5, 'throughput': 1.444534809340693, 'latency_mean': 3.4434929275512696, 'latency_p50': 3.418250560760498, 'latency_p90': 3.8336413383483885}, {'batch_size': 6, 'throughput': 1.5511093462963639, 'latency_mean': 3.848178517818451, 'latency_p50': 3.90494441986084, 'latency_p90': 4.334672355651856}, {'batch_size': 8, 'throughput': 1.6805538811503036, 'latency_mean': 4.728821232318878, 'latency_p50': 4.710139274597168, 'latency_p90': 5.277331137657166}, {'batch_size': 10, 'throughput': 1.7687550985472562, 'latency_mean': 5.598399542570114, 'latency_p50': 5.6062750816345215, 'latency_p90': 6.2536334753036495}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_95410_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-29
win_ratio: 0.46388642413487136
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-95410-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-95410-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-95410-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-95410-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-95410-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-95410-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-95410-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-95410-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-95410-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-95410-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-95410-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-95410-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-95410-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-95410-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-95410-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-95410-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-95410-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-95410-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-95410-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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)
chaiml-mn24b-v2preferwi-95410-v4-mkmlizer: quantized model in 287.471s
chaiml-mn24b-v2preferwi-95410-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft2 in 336.307s
chaiml-mn24b-v2preferwi-95410-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-95410-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-95410-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95410-v4/nvidia
chaiml-mn24b-v2preferwi-95410-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95410-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-95410-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95410-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-95410-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95410-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-95410-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95410-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-95410-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95410-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-95410-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-95410-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-95410-v4-mkmlizer completed after 548.94s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-95410-v4-mkmlizer
Pipeline stage MKMLizer completed in 549.49s
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-95410-v4
Waiting for inference service chaiml-mn24b-v2preferwi-95410-v4 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', '')
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)
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-95410-v4 ready after 60.257177114486694s
Pipeline stage MKMLDeployer completed in 60.67s
run pipeline stage %s
Running pipeline stage StressChecker
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', '')
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.043766498565674s
Received healthy response to inference request in 1.7985286712646484s
Received healthy response to inference request in 1.9081244468688965s
Received healthy response to inference request in 1.7557311058044434s
5 requests
1 failed requests
5th percentile: 1.7642906188964844
10th percentile: 1.7728501319885255
20th percentile: 1.7899691581726074
30th percentile: 1.820447826385498
40th percentile: 1.8642861366271972
50th percentile: 1.9081244468688965
60th percentile: 1.9623812675476073
70th percentile: 2.016638088226318
80th percentile: 5.671025705337527
90th percentile: 12.925544118881227
95th percentile: 16.552803325653073
99th percentile: 19.454610691070556
mean time: 5.537242650985718
%s, retrying in %s seconds...
Received healthy response to inference request in 1.9471862316131592s
Received healthy response to inference request in 1.905456781387329s
Received healthy response to inference request in 1.747131109237671s
Received healthy response to inference request in 2.023789882659912s
Received healthy response to inference request in 1.712369441986084s
5 requests
0 failed requests
5th percentile: 1.7193217754364014
10th percentile: 1.7262741088867188
20th percentile: 1.7401787757873535
30th percentile: 1.7787962436676026
40th percentile: 1.8421265125274657
50th percentile: 1.905456781387329
60th percentile: 1.9221485614776612
70th percentile: 1.9388403415679931
80th percentile: 1.9625069618225097
90th percentile: 1.993148422241211
95th percentile: 2.0084691524505613
99th percentile: 2.020725736618042
mean time: 1.867186689376831
Pipeline stage StressChecker completed in 39.85s
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 0.72s
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 0.65s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_95410_v4 status is now deployed due to DeploymentManager action
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 4737.10s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_95410_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_95410_v4 status is now torndown due to DeploymentManager action