developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_12440_v5
model_name: chaiml-mn24b-v2preferwi_12440_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T02:54:33+00:00
num_battles: 5809
num_wins: 3141
celo_rating: 1289.26
family_friendly_score: 0.518
family_friendly_standard_error: 0.0070664842743757665
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': 0.5480259552412683, 'latency_mean': 1.824608143568039, 'latency_p50': 1.817542552947998, 'latency_p90': 2.031635117530823}, {'batch_size': 3, 'throughput': 1.1019275177397472, 'latency_mean': 2.709454289674759, 'latency_p50': 2.681328296661377, 'latency_p90': 2.9695379734039307}, {'batch_size': 5, 'throughput': 1.4088310800650774, 'latency_mean': 3.535246082544327, 'latency_p50': 3.5336313247680664, 'latency_p90': 4.010353255271911}, {'batch_size': 6, 'throughput': 1.5246700543610896, 'latency_mean': 3.925546411275864, 'latency_p50': 3.929107427597046, 'latency_p90': 4.489636182785034}, {'batch_size': 8, 'throughput': 1.662138931170551, 'latency_mean': 4.78281542301178, 'latency_p50': 4.786850690841675, 'latency_p90': 5.486927628517151}, {'batch_size': 10, 'throughput': 1.7231108733777538, 'latency_mean': 5.757303614616394, 'latency_p50': 5.720067858695984, 'latency_p90': 6.646507215499878}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_12440_v5
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: 0.5407126872095025
generation_params: {'temperature': 0.8, '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-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-12440-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: Downloaded to shared memory in 56.712s
chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp0qdvm3ov, device:0
chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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', '')
chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: quantized model in 285.833s
chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune6 in 342.546s
chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v5/nvidia
chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v5/nvidia/tokenizer.json
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', '')
chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v5/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-12440-v5-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-12440-v5-mkmlizer completed after 448.36s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-12440-v5-mkmlizer
Pipeline stage MKMLizer completed in 448.84s
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-12440-v5
Waiting for inference service chaiml-mn24b-v2preferwi-12440-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-12440-v5 ready after 60.31560397148132s
Pipeline stage MKMLDeployer completed in 60.81s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1242926120758057s
Received healthy response to inference request in 1.4976508617401123s
Received healthy response to inference request in 1.6966936588287354s
Received healthy response to inference request in 1.6436476707458496s
Received healthy response to inference request in 1.9478607177734375s
5 requests
0 failed requests
5th percentile: 1.5268502235412598
10th percentile: 1.5560495853424072
20th percentile: 1.6144483089447021
30th percentile: 1.6542568683624268
40th percentile: 1.675475263595581
50th percentile: 1.6966936588287354
60th percentile: 1.7971604824066163
70th percentile: 1.897627305984497
80th percentile: 1.983147096633911
90th percentile: 2.0537198543548585
95th percentile: 2.089006233215332
99th percentile: 2.117235336303711
mean time: 1.782029104232788
Pipeline stage StressChecker completed in 10.73s
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 0.71s
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 1.07s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_12440_v5 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 2717.81s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_12440_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_12440_v5 status is now torndown due to DeploymentManager action