developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_30134_v2
model_name: chaiml-mn24b-v2preferwi_30134_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-24T18:40:15+00:00
num_battles: 5901
num_wins: 3014
celo_rating: 1274.22
family_friendly_score: 0.5504
family_friendly_standard_error: 0.007035052807193419
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_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': 0.545191353062293, 'latency_mean': 1.8341185319423676, 'latency_p50': 1.8323414325714111, 'latency_p90': 2.0400780916213987}, {'batch_size': 3, 'throughput': 1.1265517797492086, 'latency_mean': 2.6527788925170896, 'latency_p50': 2.6417856216430664, 'latency_p90': 2.945361113548279}, {'batch_size': 5, 'throughput': 1.442410044757484, 'latency_mean': 3.452949728965759, 'latency_p50': 3.4607819318771362, 'latency_p90': 3.8469579458236693}, {'batch_size': 6, 'throughput': 1.5570679832354466, 'latency_mean': 3.8296928751468657, 'latency_p50': 3.8050683736801147, 'latency_p90': 4.3704091787338255}, {'batch_size': 8, 'throughput': 1.7141830167210867, 'latency_mean': 4.642392230033875, 'latency_p50': 4.669082880020142, 'latency_p90': 5.217685174942017}, {'batch_size': 10, 'throughput': 1.7925598226470534, 'latency_mean': 5.543436425924301, 'latency_p50': 5.5562955141067505, 'latency_p90': 6.129992866516113}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_30134_v2
ineligible_reason: num_battles<10000
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.53
us_pacific_date: 2025-09-24
win_ratio: 0.5107608879850872
generation_params: {'temperature': 0.65, '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-30134-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-30134-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-30134-v2-mkmlizer: Downloaded to shared memory in 117.875s
chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpyogzrr9n, device:0
chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: quantized model in 283.650s
chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune7 in 401.525s
chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v2/nvidia
chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-30134-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-30134-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-30134-v2-mkmlizer completed after 551.78s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-30134-v2-mkmlizer
Pipeline stage MKMLizer completed in 552.31s
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-30134-v2
Waiting for inference service chaiml-mn24b-v2preferwi-30134-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-30134-v2 ready after 50.245851039886475s
Pipeline stage MKMLDeployer completed in 51.05s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0639116764068604s
Received healthy response to inference request in 1.7054901123046875s
Received healthy response to inference request in 1.6619954109191895s
Received healthy response to inference request in 2.274305820465088s
Received healthy response to inference request in 1.7937469482421875s
5 requests
0 failed requests
5th percentile: 1.670694351196289
10th percentile: 1.6793932914733887
20th percentile: 1.696791172027588
30th percentile: 1.7231414794921875
40th percentile: 1.7584442138671874
50th percentile: 1.7937469482421875
60th percentile: 1.9018128395080567
70th percentile: 2.009878730773926
80th percentile: 2.105990505218506
90th percentile: 2.1901481628417967
95th percentile: 2.2322269916534423
99th percentile: 2.265890054702759
mean time: 1.8998899936676026
Pipeline stage StressChecker completed in 10.93s
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 0.64s
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 0.92s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_30134_v2 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 2891.48s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_30134_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_30134_v2 status is now torndown due to DeploymentManager action