developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_29988_v3
model_name: chaiml-mn24b-v2preferwi_29988_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T04:43:21+00:00
num_battles: 5211
num_wins: 2704
celo_rating: 1272.97
family_friendly_score: 0.5660000000000001
family_friendly_standard_error: 0.007009193962218481
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune8
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': 0.5478742809057321, 'latency_mean': 1.8251081383228303, 'latency_p50': 1.8100590705871582, 'latency_p90': 2.0416528224945067}, {'batch_size': 3, 'throughput': 1.0957943940860275, 'latency_mean': 2.7285900473594666, 'latency_p50': 2.7261745929718018, 'latency_p90': 3.0104391098022463}, {'batch_size': 5, 'throughput': 1.3896660097000337, 'latency_mean': 3.5711647176742556, 'latency_p50': 3.5923333168029785, 'latency_p90': 3.8973699569702145}, {'batch_size': 6, 'throughput': 1.4971649395767288, 'latency_mean': 3.9847279667854307, 'latency_p50': 3.9874082803726196, 'latency_p90': 4.452307009696961}, {'batch_size': 8, 'throughput': 1.661392642288689, 'latency_mean': 4.776808438301086, 'latency_p50': 4.756806492805481, 'latency_p90': 5.439234805107117}, {'batch_size': 10, 'throughput': 1.7348233163985516, 'latency_mean': 5.713268696069718, 'latency_p50': 5.749876260757446, 'latency_p90': 6.592100977897644}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_29988_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune8
model_size: 24B
ranking_group: single
throughput_3p7s: 1.44
us_pacific_date: 2025-09-18
win_ratio: 0.5189023220111303
generation_params: {'temperature': 0.7, '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-29988-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-29988-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: Downloaded to shared memory in 45.754s
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_tune8 already exists in ChaiML
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp9wa0t3iq, device:0
chaiml-mn24b-v2preferwi-29988-v3-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', '')
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: quantized model in 286.789s
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_tune8 in 332.544s
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29988-v3/nvidia
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29988-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29988-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29988-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29988-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29988-v3/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-29988-v3-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-29988-v3-mkmlizer completed after 440.09s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-29988-v3-mkmlizer
Pipeline stage MKMLizer completed in 440.55s
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-29988-v3
Waiting for inference service chaiml-mn24b-v2preferwi-29988-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-29988-v3 ready after 60.80059027671814s
Pipeline stage MKMLDeployer completed in 61.51s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.515486001968384s
Received healthy response to inference request in 1.8866136074066162s
Received healthy response to inference request in 2.267611503601074s
Received healthy response to inference request in 1.9905986785888672s
Received healthy response to inference request in 2.3712546825408936s
5 requests
0 failed requests
5th percentile: 1.9074106216430664
10th percentile: 1.9282076358795166
20th percentile: 1.969801664352417
30th percentile: 2.0460012435913084
40th percentile: 2.1568063735961913
50th percentile: 2.267611503601074
60th percentile: 2.309068775177002
70th percentile: 2.35052604675293
80th percentile: 2.4001009464263916
90th percentile: 2.4577934741973877
95th percentile: 2.4866397380828857
99th percentile: 2.509716749191284
mean time: 2.206312894821167
Pipeline stage StressChecker completed in 13.97s
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 1.49s
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 1.30s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_29988_v3 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 2855.96s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_29988_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_29988_v3 status is now torndown due to DeploymentManager action