developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_97927_v5
model_name: chaiml-mn24b-v2preferwi_97927_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-17T04:28:08+00:00
num_battles: 6145
num_wins: 3136
celo_rating: 1260.35
family_friendly_score: 0.5791999999999999
family_friendly_standard_error: 0.006981795757539746
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo4_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': 0.5508278396222313, 'latency_mean': 1.8153256225585936, 'latency_p50': 1.8180828094482422, 'latency_p90': 2.009357738494873}, {'batch_size': 3, 'throughput': 1.1106841057101215, 'latency_mean': 2.691115975379944, 'latency_p50': 2.6895707845687866, 'latency_p90': 2.9777419567108154}, {'batch_size': 5, 'throughput': 1.4239045266593973, 'latency_mean': 3.4938377428054808, 'latency_p50': 3.504212260246277, 'latency_p90': 3.9116140365600582}, {'batch_size': 6, 'throughput': 1.542396332843045, 'latency_mean': 3.850969955921173, 'latency_p50': 3.8512054681777954, 'latency_p90': 4.3489127397537235}, {'batch_size': 8, 'throughput': 1.7039205092326704, 'latency_mean': 4.6669487118721005, 'latency_p50': 4.72639274597168, 'latency_p90': 5.292869925498962}, {'batch_size': 10, 'throughput': 1.7772411506802386, 'latency_mean': 5.56773137807846, 'latency_p50': 5.6006163358688354, 'latency_p90': 6.465833449363709}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_97927_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-16
win_ratio: 0.5103336045565501
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-97927-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-97927-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-97927-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-97927-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-97927-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-97927-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-97927-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-97927-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-97927-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-97927-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-97927-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-97927-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-97927-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-97927-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-97927-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-97927-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-97927-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-97927-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-97927-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-97927-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-97927-v5-mkmlizer: Downloaded to shared memory in 59.544s
chaiml-mn24b-v2preferwi-97927-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo4_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-97927-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpz4gr4__s, device:0
chaiml-mn24b-v2preferwi-97927-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-97927-v5-mkmlizer: quantized model in 290.406s
chaiml-mn24b-v2preferwi-97927-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo4_tune6 in 349.951s
chaiml-mn24b-v2preferwi-97927-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-97927-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-97927-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97927-v5/nvidia
chaiml-mn24b-v2preferwi-97927-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97927-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-97927-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97927-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-97927-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97927-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-97927-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97927-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-97927-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97927-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-97927-v5-mkmlizer completed after 427.69s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-97927-v5-mkmlizer
Pipeline stage MKMLizer completed in 428.23s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-97927-v5
Waiting for inference service chaiml-mn24b-v2preferwi-97927-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-97927-v5 ready after 60.257219552993774s
Pipeline stage MKMLDeployer completed in 60.70s
run pipeline stage %s
Running pipeline stage StressChecker
('Connection aborted.', RemoteDisconnected('Remote end closed connection without response'))
Received unhealthy response to inference request!
Received healthy response to inference request in 2.1854782104492188s
Received healthy response to inference request in 1.802170991897583s
Received healthy response to inference request in 1.8923671245574951s
Received healthy response to inference request in 1.6381614208221436s
5 requests
1 failed requests
5th percentile: 1.6709633350372315
10th percentile: 1.7037652492523194
20th percentile: 1.769369077682495
30th percentile: 1.8202102184295654
40th percentile: 1.8562886714935303
50th percentile: 1.8923671245574951
60th percentile: 2.0096115589141847
70th percentile: 2.126855993270874
80th percentile: 2.849461746215821
90th percentile: 4.177428817749024
95th percentile: 4.841412353515624
99th percentile: 5.372599182128906
mean time: 2.6047147274017335
%s, retrying in %s seconds...
Received healthy response to inference request in 1.3860654830932617s
Received healthy response to inference request in 1.6908416748046875s
Received healthy response to inference request in 1.4058189392089844s
Received healthy response to inference request in 1.6832385063171387s
Received healthy response to inference request in 2.0437755584716797s
5 requests
0 failed requests
5th percentile: 1.3900161743164063
10th percentile: 1.3939668655395507
20th percentile: 1.4018682479858398
30th percentile: 1.4613028526306153
40th percentile: 1.572270679473877
50th percentile: 1.6832385063171387
60th percentile: 1.6862797737121582
70th percentile: 1.6893210411071777
80th percentile: 1.761428451538086
90th percentile: 1.9026020050048829
95th percentile: 1.9731887817382812
99th percentile: 2.029658203125
mean time: 1.6419480323791504
Pipeline stage StressChecker completed in 24.45s
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 0.68s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_97927_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 2757.10s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_97927_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_97927_v5 status is now torndown due to DeploymentManager action