developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_48898_v5
model_name: chaiml-mn24b-v2preferwi_48898_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T20:12:46+00:00
num_battles: 5339
num_wins: 2779
celo_rating: 1272.29
family_friendly_score: 0.5671999999999999
family_friendly_standard_error: 0.007006913157732155
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune1
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': 0.553859427875179, 'latency_mean': 1.8054117965698242, 'latency_p50': 1.8142633438110352, 'latency_p90': 2.0013415575027467}, {'batch_size': 3, 'throughput': 1.109713711346208, 'latency_mean': 2.7000581789016724, 'latency_p50': 2.7259360551834106, 'latency_p90': 2.9877899885177612}, {'batch_size': 5, 'throughput': 1.4308064666966638, 'latency_mean': 3.473077608346939, 'latency_p50': 3.455145835876465, 'latency_p90': 3.9754855632781982}, {'batch_size': 6, 'throughput': 1.5399998450565493, 'latency_mean': 3.8626019060611725, 'latency_p50': 3.8680574893951416, 'latency_p90': 4.381884598731994}, {'batch_size': 8, 'throughput': 1.7000923295215173, 'latency_mean': 4.676749658584595, 'latency_p50': 4.653764247894287, 'latency_p90': 5.273568415641785}, {'batch_size': 10, 'throughput': 1.7511086659898403, 'latency_mean': 5.65893764257431, 'latency_p50': 5.627437949180603, 'latency_p90': 6.401780295372009}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_48898_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-19
win_ratio: 0.5205094587001311
generation_params: {'temperature': 0.8, '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-48898-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-48898-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-48898-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-48898-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-48898-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-48898-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-48898-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48898-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-48898-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-48898-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-48898-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-48898-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48898-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-48898-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-48898-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48898-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-48898-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-48898-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-48898-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48898-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-v2preferwi-48898-v5-mkmlizer: Downloaded to shared memory in 50.566s
chaiml-mn24b-v2preferwi-48898-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-48898-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpzr8qnjw5, device:0
chaiml-mn24b-v2preferwi-48898-v5-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-v2preferwi-48898-v5-mkmlizer: quantized model in 288.787s
chaiml-mn24b-v2preferwi-48898-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune1 in 339.354s
chaiml-mn24b-v2preferwi-48898-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-48898-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-48898-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48898-v5/nvidia
chaiml-mn24b-v2preferwi-48898-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48898-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-48898-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48898-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-48898-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48898-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-48898-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48898-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-48898-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48898-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-48898-v5-mkmlizer completed after 450.21s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-48898-v5-mkmlizer
Pipeline stage MKMLizer completed in 451.28s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.23s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-48898-v5
Waiting for inference service chaiml-mn24b-v2preferwi-48898-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-48898-v5 ready after 60.25116467475891s
Pipeline stage MKMLDeployer completed in 62.24s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.011556625366211s
Received healthy response to inference request in 1.8287692070007324s
Received healthy response to inference request in 1.6254875659942627s
Received healthy response to inference request in 1.7794456481933594s
Received healthy response to inference request in 2.137944221496582s
5 requests
0 failed requests
5th percentile: 1.6562791824340821
10th percentile: 1.6870707988739013
20th percentile: 1.74865403175354
30th percentile: 1.789310359954834
40th percentile: 1.8090397834777832
50th percentile: 1.8287692070007324
60th percentile: 1.901884174346924
70th percentile: 1.9749991416931152
80th percentile: 2.036834144592285
90th percentile: 2.0873891830444338
95th percentile: 2.112666702270508
99th percentile: 2.132888717651367
mean time: 1.8766406536102296
Pipeline stage StressChecker completed in 10.86s
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 1.52s
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 0.71s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_48898_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 2736.37s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_48898_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_48898_v5 status is now torndown due to DeploymentManager action