chaiml-mn24b-v2preferwi_77546

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_77546_v4
model_name: chaiml-mn24b-v2preferwi_77546_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-30T09:56:54+00:00
num_battles: 5859
num_wins: 2834
celo_rating: 1248.92
family_friendly_score: 0.5594
family_friendly_standard_error: 0.007020991952708677
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft4
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': 0.5492278615327498, 'latency_mean': 1.8206175434589387, 'latency_p50': 1.8024895191192627, 'latency_p90': 2.0147034883499146}, {'batch_size': 3, 'throughput': 1.1088674138758057, 'latency_mean': 2.698760509490967, 'latency_p50': 2.6797196865081787, 'latency_p90': 3.0208475589752197}, {'batch_size': 5, 'throughput': 1.407936220721222, 'latency_mean': 3.531333235502243, 'latency_p50': 3.5288184881210327, 'latency_p90': 4.005945682525635}, {'batch_size': 6, 'throughput': 1.5250519911318583, 'latency_mean': 3.9141625475883486, 'latency_p50': 3.939844489097595, 'latency_p90': 4.3785299301147464}, {'batch_size': 8, 'throughput': 1.680300006918216, 'latency_mean': 4.727851134538651, 'latency_p50': 4.754291534423828, 'latency_p90': 5.365026879310608}, {'batch_size': 10, 'throughput': 1.7587230844797612, 'latency_mean': 5.65290334224701, 'latency_p50': 5.627155900001526, 'latency_p90': 6.51779580116272}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_77546_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-09-30
win_ratio: 0.4837002901519031
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-77546-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-77546-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-77546-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-77546-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-77546-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-77546-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77546-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-77546-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-77546-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-77546-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-77546-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77546-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-77546-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-77546-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77546-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-77546-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-77546-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-77546-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-77546-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-77546-v4-mkmlizer: Downloaded to shared memory in 51.122s
chaiml-mn24b-v2preferwi-77546-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft4 already exists in ChaiML
chaiml-mn24b-v2preferwi-77546-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpzf6_m6im, device:0
chaiml-mn24b-v2preferwi-77546-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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)
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-77546-v4-mkmlizer: quantized model in 284.898s
chaiml-mn24b-v2preferwi-77546-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_fft4 in 336.021s
chaiml-mn24b-v2preferwi-77546-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-77546-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-77546-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77546-v4/nvidia
chaiml-mn24b-v2preferwi-77546-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77546-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-77546-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77546-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-77546-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77546-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-77546-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77546-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-77546-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77546-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-77546-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-77546-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-77546-v4-mkmlizer completed after 449.34s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-77546-v4-mkmlizer
Pipeline stage MKMLizer completed in 449.84s
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-77546-v4
Waiting for inference service chaiml-mn24b-v2preferwi-77546-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-77546-v4 ready after 50.226320028305054s
Pipeline stage MKMLDeployer completed in 50.70s
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 2.324694871902466s
Received healthy response to inference request in 1.6633214950561523s
Received healthy response to inference request in 1.9955368041992188s
Received healthy response to inference request in 1.7250521183013916s
5 requests
1 failed requests
5th percentile: 1.6756676197052003
10th percentile: 1.688013744354248
20th percentile: 1.7127059936523437
30th percentile: 1.779149055480957
40th percentile: 1.887342929840088
50th percentile: 1.9955368041992188
60th percentile: 2.1272000312805175
70th percentile: 2.2588632583618162
80th percentile: 5.885695695877079
90th percentile: 13.007697343826296
95th percentile: 16.5686981678009
99th percentile: 19.41749882698059
mean time: 5.567660856246948
%s, retrying in %s seconds...
Received healthy response to inference request in 1.833226203918457s
Received healthy response to inference request in 1.9983150959014893s
Received healthy response to inference request in 1.9609341621398926s
Received healthy response to inference request in 1.9732577800750732s
Received healthy response to inference request in 1.6785852909088135s
5 requests
0 failed requests
5th percentile: 1.7095134735107422
10th percentile: 1.740441656112671
20th percentile: 1.8022980213165283
30th percentile: 1.8587677955627442
40th percentile: 1.9098509788513183
50th percentile: 1.9609341621398926
60th percentile: 1.9658636093139648
70th percentile: 1.9707930564880372
80th percentile: 1.9782692432403564
90th percentile: 1.9882921695709228
95th percentile: 1.9933036327362061
99th percentile: 1.9973128032684326
mean time: 1.888863706588745
Pipeline stage StressChecker completed in 39.80s
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 0.64s
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 0.62s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_77546_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 6069.38s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_77546_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_77546_v4 status is now torndown due to DeploymentManager action