developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwin_3050_v9
model_name: chaiml-mn24b-v2preferwin_3050_v9
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-13T19:19:52+00:00
num_battles: 6307
num_wins: 3405
celo_rating: 1285.1
family_friendly_score: 0.5778
family_friendly_standard_error: 0.006984943235273999
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune16
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': 0.5444808117374893, 'latency_mean': 1.8364869117736817, 'latency_p50': 1.8281311988830566, 'latency_p90': 2.0401161670684815}, {'batch_size': 3, 'throughput': 1.100821861432588, 'latency_mean': 2.7142854154109957, 'latency_p50': 2.715113639831543, 'latency_p90': 3.0156352281570435}, {'batch_size': 5, 'throughput': 1.43751319413542, 'latency_mean': 3.4614783215522764, 'latency_p50': 3.4461978673934937, 'latency_p90': 3.879141592979431}, {'batch_size': 6, 'throughput': 1.5194531092700205, 'latency_mean': 3.918819844722748, 'latency_p50': 3.976962924003601, 'latency_p90': 4.445655798912048}, {'batch_size': 8, 'throughput': 1.6891658098466544, 'latency_mean': 4.704550428390503, 'latency_p50': 4.702358365058899, 'latency_p90': 5.478625106811523}, {'batch_size': 10, 'throughput': 1.761509745166547, 'latency_mean': 5.631867793798446, 'latency_p50': 5.601863503456116, 'latency_p90': 6.410549926757812}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwin_3050_v9
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune16
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-13
win_ratio: 0.5398763278896465
generation_params: {'temperature': 0.7, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 40, 'presence_penalty': 0.25, 'frequency_penalty': 0.25, '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': '{prompt}\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-v2preferwin-3050-v9-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwin-3050-v9-mkmlizer to finish
chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: Downloaded to shared memory in 47.094s
chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune16 already exists in ChaiML
chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp7v0wz4jt, device:0
chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: quantized model in 288.090s
chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune16 in 335.184s
chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v9/nvidia
chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v9/nvidia/config.json
chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v9/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v9/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v9/nvidia/tokenizer.json
chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v9/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwin-3050-v9-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v9/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwin-3050-v9-mkmlizer completed after 438.26s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwin-3050-v9-mkmlizer
Pipeline stage MKMLizer completed in 438.78s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwin-3050-v9
Waiting for inference service chaiml-mn24b-v2preferwin-3050-v9 to be ready
Inference service chaiml-mn24b-v2preferwin-3050-v9 ready after 30.206578731536865s
Pipeline stage MKMLDeployer completed in 30.66s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.6546781063079834s
Received healthy response to inference request in 1.9721777439117432s
Received healthy response to inference request in 1.714036464691162s
Received healthy response to inference request in 1.9375243186950684s
Received healthy response to inference request in 2.154228448867798s
5 requests
0 failed requests
5th percentile: 1.7587340354919434
10th percentile: 1.8034316062927247
20th percentile: 1.892826747894287
30th percentile: 1.9444550037384034
40th percentile: 1.9583163738250733
50th percentile: 1.9721777439117432
60th percentile: 2.044998025894165
70th percentile: 2.117818307876587
80th percentile: 2.254318380355835
90th percentile: 2.4544982433319094
95th percentile: 2.5545881748199464
99th percentile: 2.634660120010376
mean time: 2.086529016494751
Pipeline stage StressChecker completed in 11.81s
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 0.77s
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-v2preferwin_3050_v9 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 2711.71s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_3050_v9 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwin_3050_v9 status is now torndown due to DeploymentManager action