developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_12440_v7
model_name: chaiml-mn24b-v2preferwi_12440_v7
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T05:54:26+00:00
num_battles: 5829
num_wins: 3179
celo_rating: 1295.78
family_friendly_score: 0.5146
family_friendly_standard_error: 0.007068052631382989
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_prod_tune6
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': 0.5474423306737413, 'latency_mean': 1.8265744924545289, 'latency_p50': 1.8316346406936646, 'latency_p90': 2.0161700010299684}, {'batch_size': 3, 'throughput': 1.1036239660586922, 'latency_mean': 2.7115680634975434, 'latency_p50': 2.7023227214813232, 'latency_p90': 2.9925246238708496}, {'batch_size': 5, 'throughput': 1.4212986036777058, 'latency_mean': 3.502776551246643, 'latency_p50': 3.5000340938568115, 'latency_p90': 4.003259062767029}, {'batch_size': 6, 'throughput': 1.5124711553278087, 'latency_mean': 3.9404944241046906, 'latency_p50': 3.955066680908203, 'latency_p90': 4.4596134424209595}, {'batch_size': 8, 'throughput': 1.6951678916132111, 'latency_mean': 4.70004515171051, 'latency_p50': 4.782738566398621, 'latency_p90': 5.492990303039551}, {'batch_size': 10, 'throughput': 1.747929859666908, 'latency_mean': 5.653231649398804, 'latency_p50': 5.645260691642761, 'latency_p90': 6.498604249954224}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_12440_v7
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-09-17
win_ratio: 0.545376565448619
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': '\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-12440-v7-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-12440-v7-mkmlizer to finish
chaiml-mn24b-v2preferwi-12440-v7-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-12440-v7-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-12440-v7-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-12440-v7-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-12440-v7-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-12440-v7-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-12440-v7-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v7-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-12440-v7-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-12440-v7-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-12440-v7-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-12440-v7-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v7-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-12440-v7-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-12440-v7-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v7-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-12440-v7-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-12440-v7-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-12440-v7-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v7-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-12440-v7-mkmlizer: quantized model in 291.025s
chaiml-mn24b-v2preferwi-12440-v7-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune6 in 339.788s
chaiml-mn24b-v2preferwi-12440-v7-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-12440-v7-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-12440-v7-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v7/nvidia
chaiml-mn24b-v2preferwi-12440-v7-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v7/nvidia/config.json
chaiml-mn24b-v2preferwi-12440-v7-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v7/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-12440-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v7/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-12440-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v7/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-12440-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v7/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-12440-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v7/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-12440-v7-mkmlizer completed after 416.75s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-12440-v7-mkmlizer
Pipeline stage MKMLizer completed in 417.21s
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-12440-v7
Waiting for inference service chaiml-mn24b-v2preferwi-12440-v7 to be ready
Inference service chaiml-mn24b-v2preferwi-12440-v7 ready after 61.03138446807861s
Pipeline stage MKMLDeployer completed in 61.46s
run pipeline stage %s
Running pipeline stage StressChecker
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 2.0217092037200928s
Received healthy response to inference request in 1.8865242004394531s
Received healthy response to inference request in 1.67803955078125s
Received healthy response to inference request in 1.6354670524597168s
5 requests
1 failed requests
5th percentile: 1.6439815521240235
10th percentile: 1.65249605178833
20th percentile: 1.6695250511169433
30th percentile: 1.7197364807128905
40th percentile: 1.8031303405761718
50th percentile: 1.8865242004394531
60th percentile: 1.940598201751709
70th percentile: 1.9946722030639648
80th percentile: 5.649657821655277
90th percentile: 12.905555057525635
95th percentile: 16.533503675460814
99th percentile: 19.43586256980896
mean time: 5.476638460159302
%s, retrying in %s seconds...
Received healthy response to inference request in 1.6701946258544922s
Received healthy response to inference request in 1.9534308910369873s
Received healthy response to inference request in 1.746934413909912s
Received healthy response to inference request in 1.7562830448150635s
Received healthy response to inference request in 1.7361223697662354s
5 requests
0 failed requests
5th percentile: 1.6833801746368409
10th percentile: 1.6965657234191895
20th percentile: 1.7229368209838867
30th percentile: 1.7382847785949707
40th percentile: 1.7426095962524415
50th percentile: 1.746934413909912
60th percentile: 1.7506738662719727
70th percentile: 1.7544133186340332
80th percentile: 1.7957126140594484
90th percentile: 1.8745717525482177
95th percentile: 1.9140013217926024
99th percentile: 1.9455449771881104
mean time: 1.7725930690765381
Pipeline stage StressChecker completed in 39.49s
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 0.67s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_12440_v7 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 0.09s
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-v2preferwi-12440-v7-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-12440-v7-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 2755.41s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_12440_v7 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_12440_v7 status is now torndown due to DeploymentManager action