developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_46531_v1
model_name: chaiml-mn24b-v2preferwi_46531_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T05:16:52+00:00
num_battles: 5291
num_wins: 2702
celo_rating: 1271.47
family_friendly_score: 0.5731999999999999
family_friendly_standard_error: 0.00699488041355962
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune3
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': 0.541412922548209, 'latency_mean': 1.8469036495685578, 'latency_p50': 1.8545674085617065, 'latency_p90': 2.0402376651763916}, {'batch_size': 3, 'throughput': 1.1029425618549402, 'latency_mean': 2.7122557973861694, 'latency_p50': 2.729681968688965, 'latency_p90': 3.0507051467895505}, {'batch_size': 5, 'throughput': 1.417224481811722, 'latency_mean': 3.5178704833984376, 'latency_p50': 3.486005187034607, 'latency_p90': 3.960192084312439}, {'batch_size': 6, 'throughput': 1.5137089632666172, 'latency_mean': 3.934416939020157, 'latency_p50': 3.9525699615478516, 'latency_p90': 4.441116833686829}, {'batch_size': 8, 'throughput': 1.6520960765329675, 'latency_mean': 4.790419784784317, 'latency_p50': 4.811372399330139, 'latency_p90': 5.293055534362793}, {'batch_size': 10, 'throughput': 1.7544758736508606, 'latency_mean': 5.649425253868103, 'latency_p50': 5.5904635190963745, 'latency_p90': 6.46765296459198}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_46531_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-09-18
win_ratio: 0.5106785106785107
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-46531-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-46531-v1-mkmlizer to finish
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-46531-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-46531-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-46531-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-46531-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-46531-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-46531-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-46531-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-46531-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-46531-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-46531-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-46531-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-46531-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-46531-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-46531-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-46531-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-46531-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-46531-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-46531-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-46531-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-46531-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-46531-v1-mkmlizer: Downloaded to shared memory in 97.027s
chaiml-mn24b-v2preferwi-46531-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-46531-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpx_h3ra79, device:0
chaiml-mn24b-v2preferwi-46531-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-46531-v1-mkmlizer: quantized model in 290.894s
chaiml-mn24b-v2preferwi-46531-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune3 in 387.922s
chaiml-mn24b-v2preferwi-46531-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-46531-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-46531-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46531-v1/nvidia
chaiml-mn24b-v2preferwi-46531-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46531-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-46531-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46531-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-46531-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46531-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-46531-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46531-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-46531-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46531-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-46531-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46531-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-46531-v1-mkmlizer completed after 543.61s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-46531-v1-mkmlizer
Pipeline stage MKMLizer completed in 544.15s
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-46531-v1
Waiting for inference service chaiml-mn24b-v2preferwi-46531-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-46531-v1 ready after 60.42262101173401s
Pipeline stage MKMLDeployer completed in 60.96s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.527311325073242s
Received healthy response to inference request in 1.7771453857421875s
Received healthy response to inference request in 1.9039182662963867s
Received healthy response to inference request in 1.8597590923309326s
Received healthy response to inference request in 1.9386003017425537s
5 requests
0 failed requests
5th percentile: 1.7936681270599366
10th percentile: 1.8101908683776855
20th percentile: 1.8432363510131835
30th percentile: 1.8685909271240235
40th percentile: 1.8862545967102051
50th percentile: 1.9039182662963867
60th percentile: 1.9177910804748535
70th percentile: 1.9316638946533202
80th percentile: 2.0563425064086913
90th percentile: 2.291826915740967
95th percentile: 2.4095691204071046
99th percentile: 2.5037628841400146
mean time: 2.0013468742370604
Pipeline stage StressChecker completed in 11.33s
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 0.66s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_46531_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-46531-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-46531-v1-profiler to be ready
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 2692.02s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_46531_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_46531_v1 status is now torndown due to DeploymentManager action