developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_76437_v4
model_name: chaiml-mn24b-v2preferwi_76437_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-27T19:41:57+00:00
num_battles: 6408
num_wins: 3152
celo_rating: 1280.04
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune2
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': 0.5501249067817199, 'latency_mean': 1.817664213180542, 'latency_p50': 1.8014158010482788, 'latency_p90': 2.011369228363037}, {'batch_size': 3, 'throughput': 1.0898116813810244, 'latency_mean': 2.745602515935898, 'latency_p50': 2.7372682094573975, 'latency_p90': 3.0153822422027585}, {'batch_size': 5, 'throughput': 1.4032444698832376, 'latency_mean': 3.5396851396560667, 'latency_p50': 3.506853938102722, 'latency_p90': 3.9390730619430543}, {'batch_size': 6, 'throughput': 1.5109594148323426, 'latency_mean': 3.9455012345314024, 'latency_p50': 3.9523985385894775, 'latency_p90': 4.523438334465027}, {'batch_size': 8, 'throughput': 1.656297913195552, 'latency_mean': 4.813274284601212, 'latency_p50': 4.766423463821411, 'latency_p90': 5.583451914787292}, {'batch_size': 10, 'throughput': 1.7137605972133123, 'latency_mean': 5.800782037973404, 'latency_p50': 5.851261496543884, 'latency_p90': 6.534706044197082}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_76437_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.46
us_pacific_date: 2025-09-27
win_ratio: 0.4918851435705368
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-76437-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-76437-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-76437-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-76437-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-76437-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-76437-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-76437-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76437-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-76437-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-76437-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-76437-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-76437-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76437-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-76437-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-76437-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76437-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-76437-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-76437-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-76437-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76437-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-76437-v4-mkmlizer: Downloaded to shared memory in 83.487s
chaiml-mn24b-v2preferwi-76437-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-76437-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpuzytcerq, device:0
chaiml-mn24b-v2preferwi-76437-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-0925-tl-zl-dummy_22961_v2: HTTPConnectionPool(host='chaiml-0925-tl-zl-dummy-22961-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-0925-tl-zl-dummy_22961_v2: HTTPConnectionPool(host='chaiml-0925-tl-zl-dummy-22961-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-mn24b-v2preferwi-76437-v4-mkmlizer: quantized model in 285.050s
chaiml-mn24b-v2preferwi-76437-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo64_tune2 in 368.538s
chaiml-mn24b-v2preferwi-76437-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-76437-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-76437-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v4/nvidia
chaiml-mn24b-v2preferwi-76437-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-76437-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-76437-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-76437-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-76437-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-76437-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76437-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-76437-v4-mkmlizer completed after 489.67s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-76437-v4-mkmlizer
Pipeline stage MKMLizer completed in 490.12s
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-76437-v4
Waiting for inference service chaiml-mn24b-v2preferwi-76437-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-76437-v4 ready after 60.234655141830444s
Pipeline stage MKMLDeployer completed in 60.74s
run pipeline stage %s
Running pipeline stage StressChecker
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', '')
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 2.0445303916931152s
Received healthy response to inference request in 1.704505205154419s
Received healthy response to inference request in 1.4765443801879883s
Received healthy response to inference request in 2.27067232131958s
5 requests
1 failed requests
5th percentile: 1.5221365451812745
10th percentile: 1.5677287101745605
20th percentile: 1.6589130401611327
30th percentile: 1.7725102424621582
40th percentile: 1.9085203170776368
50th percentile: 2.0445303916931152
60th percentile: 2.134987163543701
70th percentile: 2.225443935394287
80th percentile: 5.845211029052738
90th percentile: 12.994288444519045
95th percentile: 16.568827152252194
99th percentile: 19.42845811843872
mean time: 5.527923631668091
%s, retrying in %s seconds...
Received healthy response to inference request in 1.72943115234375s
Received healthy response to inference request in 1.4022917747497559s
Received healthy response to inference request in 1.6668033599853516s
Received healthy response to inference request in 1.7438831329345703s
Received healthy response to inference request in 1.821242094039917s
5 requests
0 failed requests
5th percentile: 1.455194091796875
10th percentile: 1.508096408843994
20th percentile: 1.6139010429382323
30th percentile: 1.6793289184570312
40th percentile: 1.7043800354003906
50th percentile: 1.72943115234375
60th percentile: 1.7352119445800782
70th percentile: 1.7409927368164062
80th percentile: 1.7593549251556397
90th percentile: 1.7902985095977784
95th percentile: 1.8057703018188476
99th percentile: 1.8181477355957032
mean time: 1.672730302810669
Pipeline stage StressChecker completed in 39.50s
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 0.66s
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 0.70s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_76437_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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5116.68s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_76437_v4 status is now torndown due to DeploymentManager action