developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_64687_v2
model_name: chaiml-mn24b-v2preferwi_64687_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-25T18:17:13+00:00
num_battles: 5756
num_wins: 2903
celo_rating: 1294.42
family_friendly_score: 0.5442
family_friendly_standard_error: 0.00704338498166897
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune5
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': 0.5504953860178659, 'latency_mean': 1.8164447331428528, 'latency_p50': 1.8051482439041138, 'latency_p90': 2.0160911321640014}, {'batch_size': 3, 'throughput': 1.1182766948910152, 'latency_mean': 2.6728741574287413, 'latency_p50': 2.671702027320862, 'latency_p90': 2.9324726343154905}, {'batch_size': 5, 'throughput': 1.4389126122064224, 'latency_mean': 3.457196344137192, 'latency_p50': 3.4532030820846558, 'latency_p90': 3.913398194313049}, {'batch_size': 6, 'throughput': 1.542612994731005, 'latency_mean': 3.874035977125168, 'latency_p50': 3.8697144985198975, 'latency_p90': 4.409766340255738}, {'batch_size': 8, 'throughput': 1.7136939519615104, 'latency_mean': 4.630417596101761, 'latency_p50': 4.600598454475403, 'latency_p90': 5.442870450019837}, {'batch_size': 10, 'throughput': 1.774481664787893, 'latency_mean': 5.582662895917893, 'latency_p50': 5.579633474349976, 'latency_p90': 6.408770489692688}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_64687_v2
ineligible_reason: num_battles<10000
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-25
win_ratio: 0.5043432939541348
generation_params: {'temperature': 0.65, '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-64687-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-64687-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-64687-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-64687-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-64687-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-64687-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-64687-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-64687-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-64687-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-64687-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-64687-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-64687-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-64687-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-64687-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-64687-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-64687-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-64687-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-64687-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-64687-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-64687-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-64687-v2-mkmlizer: Downloaded to shared memory in 75.169s
chaiml-mn24b-v2preferwi-64687-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-64687-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp3e_zbwi7, device:0
chaiml-mn24b-v2preferwi-64687-v2-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-64687-v2-mkmlizer: quantized model in 284.534s
chaiml-mn24b-v2preferwi-64687-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune5 in 359.703s
chaiml-mn24b-v2preferwi-64687-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-64687-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-64687-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-64687-v2/nvidia
chaiml-mn24b-v2preferwi-64687-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-64687-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-64687-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-64687-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-64687-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-64687-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-64687-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-64687-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-64687-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-64687-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-64687-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-64687-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-64687-v2-mkmlizer completed after 452.37s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-64687-v2-mkmlizer
Pipeline stage MKMLizer completed in 453.85s
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-64687-v2
Waiting for inference service chaiml-mn24b-v2preferwi-64687-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-64687-v2 ready after 50.295249700546265s
Pipeline stage MKMLDeployer completed in 50.73s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0182173252105713s
Received healthy response to inference request in 1.7306478023529053s
Received healthy response to inference request in 1.836615800857544s
Received healthy response to inference request in 2.1733837127685547s
Received healthy response to inference request in 1.7241110801696777s
5 requests
0 failed requests
5th percentile: 1.7254184246063233
10th percentile: 1.7267257690429687
20th percentile: 1.7293404579162597
30th percentile: 1.751841402053833
40th percentile: 1.7942286014556885
50th percentile: 1.836615800857544
60th percentile: 1.9092564105987548
70th percentile: 1.9818970203399657
80th percentile: 2.049250602722168
90th percentile: 2.1113171577453613
95th percentile: 2.142350435256958
99th percentile: 2.1671770572662354
mean time: 1.8965951442718505
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 0.61s
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_64687_v2 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 2699.01s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_64687_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_64687_v2 status is now torndown due to DeploymentManager action