developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_27038_v1
model_name: chaiml-mn24b-v2preferwi_27038_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T06:00:29+00:00
num_battles: 5381
num_wins: 2993
celo_rating: 1300.2
family_friendly_score: 0.5064
family_friendly_standard_error: 0.007070488526261817
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_prod_tune7
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': 0.5477941295839075, 'latency_mean': 1.825402797460556, 'latency_p50': 1.8198543787002563, 'latency_p90': 2.01806583404541}, {'batch_size': 3, 'throughput': 1.1109848077746878, 'latency_mean': 2.6899484956264494, 'latency_p50': 2.6880801916122437, 'latency_p90': 2.962610864639282}, {'batch_size': 5, 'throughput': 1.4220668476089016, 'latency_mean': 3.4884056735038755, 'latency_p50': 3.477871537208557, 'latency_p90': 3.9266785860061644}, {'batch_size': 6, 'throughput': 1.5441465833616401, 'latency_mean': 3.860806007385254, 'latency_p50': 3.852948546409607, 'latency_p90': 4.310158967971802}, {'batch_size': 8, 'throughput': 1.688733309783237, 'latency_mean': 4.675700571537018, 'latency_p50': 4.664840817451477, 'latency_p90': 5.284022283554077}, {'batch_size': 10, 'throughput': 1.7661081160856205, 'latency_mean': 5.633911179304123, 'latency_p50': 5.710650086402893, 'latency_p90': 6.440700840950012}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_27038_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-17
win_ratio: 0.556216316669764
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-27038-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-27038-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-27038-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-27038-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-27038-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-27038-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-27038-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-27038-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27038-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-27038-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-27038-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-27038-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-27038-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27038-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-27038-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-27038-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27038-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-27038-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-27038-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-27038-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-27038-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-27038-v1-mkmlizer: Downloaded to shared memory in 54.660s
chaiml-mn24b-v2preferwi-27038-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-27038-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpxmx6hkw_, device:0
chaiml-mn24b-v2preferwi-27038-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 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-27038-v1-mkmlizer: quantized model in 290.002s
chaiml-mn24b-v2preferwi-27038-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune7 in 344.662s
chaiml-mn24b-v2preferwi-27038-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-27038-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-27038-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27038-v1/nvidia
chaiml-mn24b-v2preferwi-27038-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27038-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-27038-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27038-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-27038-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27038-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-27038-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27038-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-27038-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27038-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-27038-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-27038-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-27038-v1-mkmlizer completed after 417.85s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-27038-v1-mkmlizer
Pipeline stage MKMLizer completed in 418.45s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.23s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-27038-v1
Waiting for inference service chaiml-mn24b-v2preferwi-27038-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-27038-v1 ready after 50.253583669662476s
Pipeline stage MKMLDeployer completed in 50.87s
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 2.3151838779449463s
Received healthy response to inference request in 1.9500322341918945s
Received healthy response to inference request in 2.037487745285034s
Received healthy response to inference request in 1.678875207901001s
5 requests
1 failed requests
5th percentile: 1.7331066131591797
10th percentile: 1.7873380184173584
20th percentile: 1.8958008289337158
30th percentile: 1.9675233364105225
40th percentile: 2.0025055408477783
50th percentile: 2.037487745285034
60th percentile: 2.148566198348999
70th percentile: 2.259644651412964
80th percentile: 5.886725282669071
90th percentile: 13.02980809211731
95th percentile: 16.60134949684143
99th percentile: 19.458582620620728
mean time: 5.630893993377685
%s, retrying in %s seconds...
Received healthy response to inference request in 1.6702289581298828s
Received healthy response to inference request in 1.997485876083374s
Received healthy response to inference request in 1.6688520908355713s
Received healthy response to inference request in 1.6353321075439453s
Received healthy response to inference request in 1.8443450927734375s
5 requests
0 failed requests
5th percentile: 1.6420361042022704
10th percentile: 1.6487401008605957
20th percentile: 1.6621480941772462
30th percentile: 1.6691274642944336
40th percentile: 1.6696782112121582
50th percentile: 1.6702289581298828
60th percentile: 1.7398754119873048
70th percentile: 1.8095218658447265
80th percentile: 1.8749732494354248
90th percentile: 1.9362295627593995
95th percentile: 1.9668577194213868
99th percentile: 1.9913602447509766
mean time: 1.763248825073242
Pipeline stage StressChecker completed in 40.09s
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 0.65s
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_27038_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 2717.86s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_27038_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_27038_v1 status is now torndown due to DeploymentManager action