developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwin_3050_v5
model_name: chaiml-mn24b-v2preferwin_3050_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-13T17:58:47+00:00
num_battles: 7564
num_wins: 3931
celo_rating: 1273.31
family_friendly_score: 0.5780000000000001
family_friendly_standard_error: 0.006984497118619207
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': 0.5483402210138173, 'latency_mean': 1.8235585236549376, 'latency_p50': 1.807826042175293, 'latency_p90': 2.0472786903381346}, {'batch_size': 3, 'throughput': 1.115784271128706, 'latency_mean': 2.6811653685569765, 'latency_p50': 2.6791133880615234, 'latency_p90': 2.983241510391235}, {'batch_size': 5, 'throughput': 1.4457655263855584, 'latency_mean': 3.444221097230911, 'latency_p50': 3.438847303390503, 'latency_p90': 3.934072422981262}, {'batch_size': 6, 'throughput': 1.5505942194824633, 'latency_mean': 3.8451020443439483, 'latency_p50': 3.835301995277405, 'latency_p90': 4.330143213272095}, {'batch_size': 8, 'throughput': 1.6912886303011503, 'latency_mean': 4.697281489372253, 'latency_p50': 4.652801156044006, 'latency_p90': 5.4560467243194575}, {'batch_size': 10, 'throughput': 1.7661751930847724, 'latency_mean': 5.614129500389099, 'latency_p50': 5.626643180847168, 'latency_p90': 6.372943663597107}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwin_3050_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune16
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-13
win_ratio: 0.5196985721840296
generation_params: {'temperature': 0.4, '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-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwin-3050-v5-mkmlizer to finish
chaiml-mn24b-v2preferwin-3050-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwin-3050-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwin-3050-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwin-3050-v5-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwin-3050-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwin-3050-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwin-3050-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwin-3050-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwin-3050-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwin-3050-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwin-3050-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwin-3050-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwin-3050-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwin-3050-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwin-3050-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwin-3050-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwin-3050-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-3050-v5-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-v5-mkmlizer: Downloaded to shared memory in 57.117s
chaiml-mn24b-v2preferwin-3050-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune16 already exists in ChaiML
chaiml-mn24b-v2preferwin-3050-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpxulmxpar, device:0
chaiml-mn24b-v2preferwin-3050-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwin-3050-v5-mkmlizer: quantized model in 286.088s
chaiml-mn24b-v2preferwin-3050-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune16 in 343.206s
chaiml-mn24b-v2preferwin-3050-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwin-3050-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwin-3050-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwin-3050-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwin-3050-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-3050-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwin-3050-v5-mkmlizer completed after 418.74s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwin-3050-v5-mkmlizer
Pipeline stage MKMLizer completed in 419.22s
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-v2preferwin-3050-v5
Waiting for inference service chaiml-mn24b-v2preferwin-3050-v5 to be ready
Inference service chaiml-mn24b-v2preferwin-3050-v5 ready after 60.230661153793335s
Pipeline stage MKMLDeployer completed in 60.72s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.7509562969207764s
Received healthy response to inference request in 1.8601303100585938s
Received healthy response to inference request in 2.1642985343933105s
Received healthy response to inference request in 1.8821063041687012s
Received healthy response to inference request in 1.871884822845459s
5 requests
0 failed requests
5th percentile: 1.8624812126159669
10th percentile: 1.8648321151733398
20th percentile: 1.8695339202880858
30th percentile: 1.8739291191101075
40th percentile: 1.8780177116394043
50th percentile: 1.8821063041687012
60th percentile: 1.994983196258545
70th percentile: 2.1078600883483887
80th percentile: 2.281630086898804
90th percentile: 2.51629319190979
95th percentile: 2.633624744415283
99th percentile: 2.7274899864196778
mean time: 2.105875253677368
Pipeline stage StressChecker completed in 12.56s
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 1.33s
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 0.97s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_3050_v5 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 2796.58s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_3050_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwin_3050_v5 status is now torndown due to DeploymentManager action