developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwin_3050_v2
model_name: chaiml-mn24b-v2preferwin_3050_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-13T17:57:41+00:00
num_battles: 7779
num_wins: 4169
celo_rating: 1280.99
family_friendly_score: 0.581
family_friendly_standard_error: 0.006977664365674233
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': 0.5495605870747994, 'latency_mean': 1.8195100903511048, 'latency_p50': 1.8370099067687988, 'latency_p90': 2.000812816619873}, {'batch_size': 3, 'throughput': 1.1182208894668337, 'latency_mean': 2.679542860984802, 'latency_p50': 2.6881684064865112, 'latency_p90': 2.941565990447998}, {'batch_size': 5, 'throughput': 1.438348478898381, 'latency_mean': 3.449540209770203, 'latency_p50': 3.4392038583755493, 'latency_p90': 3.8524603605270387}, {'batch_size': 6, 'throughput': 1.5339651536538217, 'latency_mean': 3.885992262363434, 'latency_p50': 3.8995678424835205, 'latency_p90': 4.3765435218811035}, {'batch_size': 8, 'throughput': 1.702273829082528, 'latency_mean': 4.672558166980743, 'latency_p50': 4.689071774482727, 'latency_p90': 5.398086071014404}, {'batch_size': 10, 'throughput': 1.7662183408754142, 'latency_mean': 5.604186062812805, 'latency_p50': 5.608043909072876, 'latency_p90': 6.279650759696961}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwin_3050_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune16
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-13
win_ratio: 0.5359300681321507
generation_params: {'temperature': 0.5, 'top_p': 1.0, 'min_p': 0.0, '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-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwin-3050-v2-mkmlizer to finish
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-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-v2preferwin-3050-v2-mkmlizer: Downloaded to shared memory in 55.778s
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune16 already exists in ChaiML
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp5csrl_7f, device:0
chaiml-mn24b-v2preferwin-3050-v2-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-v2preferwin-3050-v2-mkmlizer: quantized model in 287.528s
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune16 in 343.307s
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v2/nvidia
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v2/nvidia/config.json
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwin-3050-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v2/nvidia/flywheel_model.0.safetensors
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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', '')
Job chaiml-mn24b-v2preferwin-3050-v2-mkmlizer completed after 417.77s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwin-3050-v2-mkmlizer
Pipeline stage MKMLizer completed in 418.26s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwin-3050-v2
Waiting for inference service chaiml-mn24b-v2preferwin-3050-v2 to be ready
Inference service chaiml-mn24b-v2preferwin-3050-v2 ready after 40.248706102371216s
Pipeline stage MKMLDeployer completed in 40.77s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2912869453430176s
Received healthy response to inference request in 1.917748212814331s
Received healthy response to inference request in 2.305366039276123s
Received healthy response to inference request in 1.7053780555725098s
Received healthy response to inference request in 2.0723252296447754s
5 requests
0 failed requests
5th percentile: 1.747852087020874
10th percentile: 1.7903261184692383
20th percentile: 1.8752741813659668
30th percentile: 1.9486636161804198
40th percentile: 2.010494422912598
50th percentile: 2.0723252296447754
60th percentile: 2.1599099159240724
70th percentile: 2.247494602203369
80th percentile: 2.2941027641296388
90th percentile: 2.2997344017028807
95th percentile: 2.302550220489502
99th percentile: 2.304802875518799
mean time: 2.0584208965301514
Pipeline stage StressChecker completed in 11.62s
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 0.66s
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 0.62s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_3050_v2 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.07s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwin-3050-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwin-3050-v2-profiler to be ready
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 2811.76s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_3050_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwin_3050_v2 status is now torndown due to DeploymentManager action