developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_73014_v1
model_name: chaiml-mn24b-v2preferwi_73014_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-20T17:22:27+00:00
num_battles: 5533
num_wins: 2863
celo_rating: 1273.25
family_friendly_score: 0.5576
family_friendly_standard_error: 0.007023990888376778
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune7
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': 0.5497123767692402, 'latency_mean': 1.8190044152736664, 'latency_p50': 1.8317649364471436, 'latency_p90': 2.0312854528427122}, {'batch_size': 3, 'throughput': 1.0966731751663579, 'latency_mean': 2.723007608652115, 'latency_p50': 2.7268606424331665, 'latency_p90': 2.9654456615447997}, {'batch_size': 5, 'throughput': 1.4141791597704159, 'latency_mean': 3.524933063983917, 'latency_p50': 3.530276656150818, 'latency_p90': 3.9267284870147705}, {'batch_size': 6, 'throughput': 1.5123125753958384, 'latency_mean': 3.942803794145584, 'latency_p50': 3.9476118087768555, 'latency_p90': 4.419111609458923}, {'batch_size': 8, 'throughput': 1.67188066754345, 'latency_mean': 4.7576027321815495, 'latency_p50': 4.730281591415405, 'latency_p90': 5.521998143196106}, {'batch_size': 10, 'throughput': 1.7466085103457025, 'latency_mean': 5.67276777267456, 'latency_p50': 5.665324091911316, 'latency_p90': 6.63752052783966}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_73014_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.46
us_pacific_date: 2025-09-20
win_ratio: 0.5174408096873305
generation_params: {'temperature': 0.6, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, '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': '\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-73014-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-73014-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-73014-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-73014-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-73014-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-73014-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-73014-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-73014-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-73014-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-73014-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-73014-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-73014-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-73014-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-73014-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-73014-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-73014-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-73014-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-73014-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-73014-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-73014-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-73014-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-73014-v1-mkmlizer: Downloaded to shared memory in 53.913s
chaiml-mn24b-v2preferwi-73014-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-73014-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpanm8ckz5, device:0
chaiml-mn24b-v2preferwi-73014-v1-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', '')
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-73014-v1-mkmlizer: quantized model in 285.905s
chaiml-mn24b-v2preferwi-73014-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune7 in 339.819s
chaiml-mn24b-v2preferwi-73014-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-73014-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-73014-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73014-v1/nvidia
chaiml-mn24b-v2preferwi-73014-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73014-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-73014-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73014-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-73014-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73014-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-73014-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73014-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-73014-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73014-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-73014-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73014-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-73014-v1-mkmlizer completed after 478.2s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-73014-v1-mkmlizer
Pipeline stage MKMLizer completed in 478.66s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-73014-v1
Waiting for inference service chaiml-mn24b-v2preferwi-73014-v1 to be ready
Failed to get response for submission chaiml-rirv938-mistral_56339_v14: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-rirv938-mistral_56339_v14/predict', 'read tcp 127.0.0.1:35560->127.0.0.1:8080: read: connection reset by peer\n')
Inference service chaiml-mn24b-v2preferwi-73014-v1 ready after 60.55907392501831s
Pipeline stage MKMLDeployer completed in 61.08s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.770463466644287s
Received healthy response to inference request in 2.002204179763794s
Received healthy response to inference request in 1.7518835067749023s
Received healthy response to inference request in 1.8042776584625244s
Received healthy response to inference request in 1.933016300201416s
5 requests
0 failed requests
5th percentile: 1.7555994987487793
10th percentile: 1.7593154907226562
20th percentile: 1.7667474746704102
30th percentile: 1.7772263050079347
40th percentile: 1.7907519817352295
50th percentile: 1.8042776584625244
60th percentile: 1.855773115158081
70th percentile: 1.9072685718536377
80th percentile: 1.9468538761138916
90th percentile: 1.9745290279388428
95th percentile: 1.9883666038513184
99th percentile: 1.9994366645812989
mean time: 1.8523690223693847
Pipeline stage StressChecker completed in 10.59s
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 0.71s
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 0.68s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_73014_v1 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 3103.46s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_73014_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_73014_v1 status is now torndown due to DeploymentManager action