developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_49028_v1
model_name: chaiml-mn24b-v2preferwi_49028_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-24T18:33:51+00:00
num_battles: 5765
num_wins: 2971
celo_rating: 1277.59
family_friendly_score: 0.5514
family_friendly_standard_error: 0.007033605618742069
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune4
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': 0.5488662581397704, 'latency_mean': 1.8218377530574799, 'latency_p50': 1.8312355279922485, 'latency_p90': 2.0059242963790895}, {'batch_size': 3, 'throughput': 1.1130054670944645, 'latency_mean': 2.685141282081604, 'latency_p50': 2.6989481449127197, 'latency_p90': 3.0028059005737306}, {'batch_size': 5, 'throughput': 1.4326701110537738, 'latency_mean': 3.4722088778018954, 'latency_p50': 3.500219941139221, 'latency_p90': 3.8378185033798218}, {'batch_size': 6, 'throughput': 1.5516417085547347, 'latency_mean': 3.8620100617408752, 'latency_p50': 3.8525997400283813, 'latency_p90': 4.392193174362182}, {'batch_size': 8, 'throughput': 1.7016664220850621, 'latency_mean': 4.6644623863697054, 'latency_p50': 4.6562453508377075, 'latency_p90': 5.393631339073181}, {'batch_size': 10, 'throughput': 1.780417955762202, 'latency_mean': 5.542848130464554, 'latency_p50': 5.514821171760559, 'latency_p90': 6.376663231849671}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_49028_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-24
win_ratio: 0.5153512575888985
generation_params: {'temperature': 0.6, '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-49028-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-49028-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: Downloaded to shared memory in 133.609s
chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp_nbke9gh, device:0
chaiml-mn24b-v2preferwi-49028-v1-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', '')
Failed to get response for submission chaiml-mistral31-24b-s_69496_v30: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-mistral31-24b-s_69496_v30/predict', '{"detail":"No connection available."}')
chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: quantized model in 284.636s
chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune4 in 418.246s
chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49028-v1/nvidia
chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49028-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49028-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49028-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49028-v1/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-49028-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49028-v1/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-49028-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49028-v1/nvidia/flywheel_model.1.safetensors
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Job chaiml-mn24b-v2preferwi-49028-v1-mkmlizer completed after 503.96s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-49028-v1-mkmlizer
Pipeline stage MKMLizer completed in 504.56s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-49028-v1
Waiting for inference service chaiml-mn24b-v2preferwi-49028-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-49028-v1 ready after 40.188549280166626s
Pipeline stage MKMLDeployer completed in 40.91s
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 2.1753742694854736s
Received healthy response to inference request in 1.9148979187011719s
Received healthy response to inference request in 1.7160959243774414s
Received healthy response to inference request in 1.821885347366333s
5 requests
1 failed requests
5th percentile: 1.7372538089752196
10th percentile: 1.758411693572998
20th percentile: 1.8007274627685548
30th percentile: 1.8404878616333007
40th percentile: 1.8776928901672363
50th percentile: 1.9148979187011719
60th percentile: 2.0190884590148928
70th percentile: 2.123278999328613
80th percentile: 5.768080520629886
90th percentile: 12.953493022918703
95th percentile: 16.546199274063106
99th percentile: 19.42036427497864
mean time: 5.553431797027588
%s, retrying in %s seconds...
Received healthy response to inference request in 1.6598596572875977s
Received healthy response to inference request in 1.6875464916229248s
Received healthy response to inference request in 1.6190195083618164s
Received healthy response to inference request in 1.8057243824005127s
Received healthy response to inference request in 1.6380460262298584s
5 requests
0 failed requests
5th percentile: 1.6228248119354247
10th percentile: 1.6266301155090332
20th percentile: 1.63424072265625
30th percentile: 1.6424087524414062
40th percentile: 1.651134204864502
50th percentile: 1.6598596572875977
60th percentile: 1.6709343910217285
70th percentile: 1.6820091247558593
80th percentile: 1.7111820697784423
90th percentile: 1.7584532260894776
95th percentile: 1.7820888042449952
99th percentile: 1.8009972667694092
mean time: 1.682039213180542
Pipeline stage StressChecker completed in 38.65s
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 0.69s
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 0.64s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_49028_v1 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 2876.45s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_49028_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_49028_v1 status is now torndown due to DeploymentManager action