developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_62908_v8
model_name: chaiml-mn24b-v2preferwi_62908_v8
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-14T02:27:22+00:00
num_battles: 6324
num_wins: 3364
celo_rating: 1280.51
family_friendly_score: 0.593
family_friendly_standard_error: 0.00694767587039004
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune18
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': 0.5470915535039136, 'latency_mean': 1.827718677520752, 'latency_p50': 1.8295873403549194, 'latency_p90': 2.02248330116272}, {'batch_size': 3, 'throughput': 1.1081383519201593, 'latency_mean': 2.694769785404205, 'latency_p50': 2.6902343034744263, 'latency_p90': 2.9641032218933105}, {'batch_size': 5, 'throughput': 1.4342428401765857, 'latency_mean': 3.4770520770549775, 'latency_p50': 3.4818590879440308, 'latency_p90': 3.952013397216797}, {'batch_size': 6, 'throughput': 1.534768194896896, 'latency_mean': 3.8850913321971894, 'latency_p50': 3.908949851989746, 'latency_p90': 4.362832760810852}, {'batch_size': 8, 'throughput': 1.682736244877492, 'latency_mean': 4.707283247709274, 'latency_p50': 4.706679701805115, 'latency_p90': 5.321283459663391}, {'batch_size': 10, 'throughput': 1.759201818814054, 'latency_mean': 5.6600862312316895, 'latency_p50': 5.697417140007019, 'latency_p90': 6.597313046455383}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_62908_v8
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune18
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-13
win_ratio: 0.5319418089816572
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-v2preferwi-62908-v8-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-62908-v8-mkmlizer to finish
chaiml-mn24b-v2preferwi-62908-v8-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-62908-v8-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-62908-v8-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
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chaiml-mn24b-v2preferwi-62908-v8-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-62908-v8-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-62908-v8-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-62908-v8-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-62908-v8-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-62908-v8-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-62908-v8-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-62908-v8-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-62908-v8-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-62908-v8-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-62908-v8-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-62908-v8-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-62908-v8-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-62908-v8-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-62908-v8-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-62908-v8-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-62908-v8-mkmlizer: Downloaded to shared memory in 56.374s
chaiml-mn24b-v2preferwi-62908-v8-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune18 already exists in ChaiML
chaiml-mn24b-v2preferwi-62908-v8-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpeadyr49o, device:0
chaiml-mn24b-v2preferwi-62908-v8-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-62908-v8-mkmlizer: quantized model in 288.259s
chaiml-mn24b-v2preferwi-62908-v8-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune18 in 344.634s
chaiml-mn24b-v2preferwi-62908-v8-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-62908-v8-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-62908-v8-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v8/nvidia
chaiml-mn24b-v2preferwi-62908-v8-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v8/nvidia/config.json
chaiml-mn24b-v2preferwi-62908-v8-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v8/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-62908-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v8/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-62908-v8-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v8/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-62908-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v8/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-62908-v8-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-62908-v8/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-62908-v8-mkmlizer completed after 417.36s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-62908-v8-mkmlizer
Pipeline stage MKMLizer completed in 417.91s
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-v2preferwi-62908-v8
Waiting for inference service chaiml-mn24b-v2preferwi-62908-v8 to be ready
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', '')
Inference service chaiml-mn24b-v2preferwi-62908-v8 ready after 60.33163571357727s
Pipeline stage MKMLDeployer completed in 60.88s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1886672973632812s
Received healthy response to inference request in 1.7917191982269287s
Received healthy response to inference request in 2.199014663696289s
Received healthy response to inference request in 2.1735780239105225s
Received healthy response to inference request in 2.144653081893921s
5 requests
0 failed requests
5th percentile: 1.8623059749603272
10th percentile: 1.9328927516937255
20th percentile: 2.0740663051605224
30th percentile: 2.150438070297241
40th percentile: 2.162008047103882
50th percentile: 2.1735780239105225
60th percentile: 2.179613733291626
70th percentile: 2.1856494426727293
80th percentile: 2.190736770629883
90th percentile: 2.194875717163086
95th percentile: 2.1969451904296875
99th percentile: 2.1986007690429688
mean time: 2.0995264530181883
Pipeline stage StressChecker completed in 11.74s
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 0.60s
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 0.66s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_62908_v8 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 2931.86s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_62908_v8 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_62908_v8 status is now torndown due to DeploymentManager action