developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_25619_v5
model_name: chaiml-mn24b-v2preferwi_25619_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-24T18:29:10+00:00
num_battles: 5426
num_wins: 2718
celo_rating: 1268.54
family_friendly_score: 0.5482
family_friendly_standard_error: 0.007038135548566822
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune1
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': 0.5454124387035116, 'latency_mean': 1.8333733808994293, 'latency_p50': 1.8383525609970093, 'latency_p90': 2.034358596801758}, {'batch_size': 3, 'throughput': 1.1134762921145283, 'latency_mean': 2.683986858129501, 'latency_p50': 2.69636869430542, 'latency_p90': 2.931307005882263}, {'batch_size': 5, 'throughput': 1.4416444251673899, 'latency_mean': 3.453754622936249, 'latency_p50': 3.421919345855713, 'latency_p90': 3.8894093751907346}, {'batch_size': 6, 'throughput': 1.570780042191075, 'latency_mean': 3.797830502986908, 'latency_p50': 3.798513174057007, 'latency_p90': 4.288070940971375}, {'batch_size': 8, 'throughput': 1.7284375244627888, 'latency_mean': 4.5919571352005, 'latency_p50': 4.572317957878113, 'latency_p90': 5.227758598327637}, {'batch_size': 10, 'throughput': 1.8039524550704797, 'latency_mean': 5.495240894556045, 'latency_p50': 5.489631652832031, 'latency_p90': 6.267058730125427}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_25619_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.54
us_pacific_date: 2025-09-24
win_ratio: 0.5009214891264283
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-25619-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-25619-v5-mkmlizer to finish
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-25619-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-25619-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-25619-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-25619-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-25619-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-25619-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-25619-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25619-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-25619-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-25619-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-25619-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-25619-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25619-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-25619-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-25619-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25619-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-25619-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-25619-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-25619-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25619-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-25619-v5-mkmlizer: Downloaded to shared memory in 106.499s
chaiml-mn24b-v2preferwi-25619-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-25619-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpw4iz71qa, device:0
chaiml-mn24b-v2preferwi-25619-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-25619-v5-mkmlizer: quantized model in 282.981s
chaiml-mn24b-v2preferwi-25619-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune1 in 389.480s
chaiml-mn24b-v2preferwi-25619-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-25619-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-25619-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25619-v5/nvidia
chaiml-mn24b-v2preferwi-25619-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25619-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-25619-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25619-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-25619-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25619-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-25619-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25619-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-25619-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25619-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-25619-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25619-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-25619-v5-mkmlizer completed after 461.25s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-25619-v5-mkmlizer
Pipeline stage MKMLizer completed in 462.20s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.29s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-25619-v5
Waiting for inference service chaiml-mn24b-v2preferwi-25619-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-25619-v5 ready after 60.389113664627075s
Pipeline stage MKMLDeployer completed in 61.60s
run pipeline stage %s
Running pipeline stage StressChecker
Failed to get response for submission blend_hemen_2025-09-02: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-cogito32b-dpos2_39363_v15/predict', '{"detail":"No connection available."}')
Failed to get response for submission chaiml-llama31-mer-v2-t_44570_v4: HTTPConnectionPool(host='guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
read tcp 127.0.0.1:57038->127.0.0.1:8080: read: connection reset by peer

Received unhealthy response to inference request!
Received healthy response to inference request in 2.3499808311462402s
Received healthy response to inference request in 1.3868494033813477s
Received healthy response to inference request in 1.6661889553070068s
5 requests
2 failed requests
5th percentile: 0.4156156539916992
10th percentile: 0.6584240913391113
20th percentile: 1.1440409660339357
30th percentile: 1.4427173137664795
40th percentile: 1.5544531345367432
50th percentile: 1.6661889553070068
60th percentile: 1.9397057056427
70th percentile: 2.2132224559783933
80th percentile: 5.914807510375979
90th percentile: 13.04446086883545
95th percentile: 16.609287548065183
99th percentile: 19.461148891448975
mean time: 5.149988126754761
%s, retrying in %s seconds...
Received healthy response to inference request in 2.2450571060180664s
Received healthy response to inference request in 1.948850393295288s
Received healthy response to inference request in 2.7596678733825684s
Received healthy response to inference request in 2.157384157180786s
Received healthy response to inference request in 1.921959400177002s
5 requests
0 failed requests
5th percentile: 1.9273375988006591
10th percentile: 1.9327157974243163
20th percentile: 1.943472194671631
30th percentile: 1.9905571460723877
40th percentile: 2.073970651626587
50th percentile: 2.157384157180786
60th percentile: 2.1924533367156984
70th percentile: 2.2275225162506103
80th percentile: 2.347979259490967
90th percentile: 2.5538235664367677
95th percentile: 2.656745719909668
99th percentile: 2.7390834426879884
mean time: 2.206583786010742
Pipeline stage StressChecker completed in 40.46s
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 0.61s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_25619_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 2907.09s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_25619_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_25619_v5 status is now torndown due to DeploymentManager action