developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_76008_v1
model_name: chaiml-mn24b-v2preferwi_76008_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-17T14:48:44+00:00
num_battles: 6213
num_wins: 3249
celo_rating: 1265.25
family_friendly_score: 0.5666
family_friendly_standard_error: 0.0070080587897077455
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo4_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': 0.5472793323359266, 'latency_mean': 1.8271234369277953, 'latency_p50': 1.829824686050415, 'latency_p90': 2.020961952209473}, {'batch_size': 3, 'throughput': 1.1180456251638529, 'latency_mean': 2.679844036102295, 'latency_p50': 2.700129747390747, 'latency_p90': 2.95576069355011}, {'batch_size': 5, 'throughput': 1.4464760837238306, 'latency_mean': 3.4479983925819395, 'latency_p50': 3.469679594039917, 'latency_p90': 3.9479273319244386}, {'batch_size': 6, 'throughput': 1.548681939374331, 'latency_mean': 3.8366313302516937, 'latency_p50': 3.816622495651245, 'latency_p90': 4.350649952888489}, {'batch_size': 8, 'throughput': 1.7029018442068748, 'latency_mean': 4.662561448812485, 'latency_p50': 4.674585580825806, 'latency_p90': 5.2526439189910885}, {'batch_size': 10, 'throughput': 1.7954533508003072, 'latency_mean': 5.501753636598587, 'latency_p50': 5.47408390045166, 'latency_p90': 6.3026611566543576}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_76008_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.53
us_pacific_date: 2025-09-17
win_ratio: 0.5229357798165137
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-76008-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-76008-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: Downloaded to shared memory in 62.948s
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo4_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp6245wk_k, device:0
chaiml-mn24b-v2preferwi-76008-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', '')
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-76008-v1-mkmlizer: quantized model in 289.281s
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo4_tune7 in 352.230s
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76008-v1/nvidia
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76008-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76008-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76008-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76008-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76008-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-76008-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-76008-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-76008-v1-mkmlizer completed after 419.0s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-76008-v1-mkmlizer
Pipeline stage MKMLizer completed in 419.51s
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-76008-v1
Waiting for inference service chaiml-mn24b-v2preferwi-76008-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-76008-v1 ready after 50.30820631980896s
Pipeline stage MKMLDeployer completed in 50.88s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0601232051849365s
Received healthy response to inference request in 1.8319578170776367s
Received healthy response to inference request in 1.9247512817382812s
Received healthy response to inference request in 2.4110803604125977s
Received healthy response to inference request in 1.7701482772827148s
5 requests
0 failed requests
5th percentile: 1.7825101852416991
10th percentile: 1.7948720932006836
20th percentile: 1.8195959091186524
30th percentile: 1.8505165100097656
40th percentile: 1.8876338958740235
50th percentile: 1.9247512817382812
60th percentile: 1.9789000511169434
70th percentile: 2.0330488204956056
80th percentile: 2.130314636230469
90th percentile: 2.270697498321533
95th percentile: 2.340888929367065
99th percentile: 2.3970420742034912
mean time: 1.9996121883392335
Pipeline stage StressChecker completed in 12.23s
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 0.70s
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_76008_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 3134.15s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_76008_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_76008_v1 status is now torndown due to DeploymentManager action