developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_23686_v4
model_name: chaiml-mn24b-v2preferwi_23686_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-13T12:24:05+00:00
num_battles: 5898
num_wins: 3124
celo_rating: 1273.68
family_friendly_score: 0.5782
family_friendly_standard_error: 0.006984049828000943
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune15
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': 0.5460985095984257, 'latency_mean': 1.8310750663280486, 'latency_p50': 1.8179409503936768, 'latency_p90': 2.0480371713638306}, {'batch_size': 3, 'throughput': 1.098679435361612, 'latency_mean': 2.717438380718231, 'latency_p50': 2.7370495796203613, 'latency_p90': 2.9967878103256225}, {'batch_size': 5, 'throughput': 1.3996213057424545, 'latency_mean': 3.5551978170871736, 'latency_p50': 3.591485381126404, 'latency_p90': 3.9728111028671265}, {'batch_size': 6, 'throughput': 1.5121400643067566, 'latency_mean': 3.9509907686710357, 'latency_p50': 3.9626446962356567, 'latency_p90': 4.415860319137574}, {'batch_size': 8, 'throughput': 1.6457251903225731, 'latency_mean': 4.824028232097626, 'latency_p50': 4.8709328174591064, 'latency_p90': 5.531584930419922}, {'batch_size': 10, 'throughput': 1.7139689793364306, 'latency_mean': 5.796101188659668, 'latency_p50': 5.781734824180603, 'latency_p90': 6.610437488555908}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_23686_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune15
model_size: 24B
ranking_group: single
throughput_3p7s: 1.45
us_pacific_date: 2025-09-13
win_ratio: 0.5296710749406579
generation_params: {'temperature': 0.65, '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-23686-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-23686-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-23686-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-23686-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-23686-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-23686-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-23686-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-23686-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-23686-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-23686-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-23686-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-23686-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-23686-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-23686-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-23686-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-23686-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-23686-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-23686-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-23686-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-23686-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-23686-v4-mkmlizer: Downloaded to shared memory in 64.175s
chaiml-mn24b-v2preferwi-23686-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune15 already exists in ChaiML
chaiml-mn24b-v2preferwi-23686-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp90diyh1s, device:0
chaiml-mn24b-v2preferwi-23686-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-23686-v4-mkmlizer: quantized model in 287.671s
chaiml-mn24b-v2preferwi-23686-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune15 in 351.847s
chaiml-mn24b-v2preferwi-23686-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-23686-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-23686-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23686-v4/nvidia
chaiml-mn24b-v2preferwi-23686-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23686-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-23686-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23686-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-23686-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23686-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-23686-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23686-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-23686-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23686-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-23686-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-23686-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-23686-v4-mkmlizer completed after 418.52s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-23686-v4-mkmlizer
Pipeline stage MKMLizer completed in 419.42s
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-23686-v4
Waiting for inference service chaiml-mn24b-v2preferwi-23686-v4 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-23686-v4 ready after 60.40415930747986s
Pipeline stage MKMLDeployer completed in 61.52s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.0640456676483154s
Received healthy response to inference request in 3.410677433013916s
Received healthy response to inference request in 1.8606114387512207s
Received healthy response to inference request in 2.239030599594116s
Received healthy response to inference request in 2.145571708679199s
5 requests
0 failed requests
5th percentile: 1.9176034927368164
10th percentile: 1.974595546722412
20th percentile: 2.0885796546936035
30th percentile: 2.1642634868621826
40th percentile: 2.2016470432281494
50th percentile: 2.239030599594116
60th percentile: 2.569036626815796
70th percentile: 2.8990426540374754
80th percentile: 3.1333720207214357
90th percentile: 3.272024726867676
95th percentile: 3.3413510799407957
99th percentile: 3.396812162399292
mean time: 2.5439873695373536
Pipeline stage StressChecker completed in 14.08s
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 0.78s
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 2.05s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_23686_v4 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 2827.10s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_23686_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_23686_v4 status is now torndown due to DeploymentManager action