developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_29988_v1
model_name: chaiml-mn24b-v2preferwi_29988_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T04:42:57+00:00
num_battles: 5252
num_wins: 2785
celo_rating: 1280.66
family_friendly_score: 0.565
family_friendly_standard_error: 0.00701106268692557
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune8
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': 0.5496726187838376, 'latency_mean': 1.8191395843029021, 'latency_p50': 1.8237266540527344, 'latency_p90': 2.0076077461242674}, {'batch_size': 3, 'throughput': 1.1134057771537305, 'latency_mean': 2.689895726442337, 'latency_p50': 2.672436237335205, 'latency_p90': 3.0039488792419435}, {'batch_size': 5, 'throughput': 1.4303927573652977, 'latency_mean': 3.487872838973999, 'latency_p50': 3.4822641611099243, 'latency_p90': 3.9014288663864134}, {'batch_size': 6, 'throughput': 1.5487103282399295, 'latency_mean': 3.8527330112457276, 'latency_p50': 3.848271369934082, 'latency_p90': 4.410040998458862}, {'batch_size': 8, 'throughput': 1.6897599160154309, 'latency_mean': 4.697474782466888, 'latency_p50': 4.730540633201599, 'latency_p90': 5.315462303161621}, {'batch_size': 10, 'throughput': 1.7799498551815074, 'latency_mean': 5.571520744562149, 'latency_p50': 5.559706091880798, 'latency_p90': 6.426464486122131}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_29988_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune8
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-18
win_ratio: 0.5302741812642803
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-29988-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-29988-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: Downloaded to shared memory in 59.518s
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_tune8 already exists in ChaiML
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpx9dq71pk, device:0
chaiml-mn24b-v2preferwi-29988-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', '')
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: quantized model in 287.133s
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_tune8 in 346.651s
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29988-v1/nvidia
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29988-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29988-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29988-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29988-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29988-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-29988-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29988-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-29988-v1-mkmlizer completed after 461.59s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-29988-v1-mkmlizer
Pipeline stage MKMLizer completed in 462.18s
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-29988-v1
Waiting for inference service chaiml-mn24b-v2preferwi-29988-v1 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-29988-v1 ready after 60.742884159088135s
Pipeline stage MKMLDeployer completed in 61.93s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3594443798065186s
Received healthy response to inference request in 1.9793920516967773s
Received healthy response to inference request in 2.1860315799713135s
Received healthy response to inference request in 1.8912322521209717s
Received healthy response to inference request in 1.8451957702636719s
5 requests
0 failed requests
5th percentile: 1.8544030666351319
10th percentile: 1.8636103630065919
20th percentile: 1.8820249557495117
30th percentile: 1.9088642120361328
40th percentile: 1.9441281318664552
50th percentile: 1.9793920516967773
60th percentile: 2.0620478630065917
70th percentile: 2.144703674316406
80th percentile: 2.2207141399383543
90th percentile: 2.2900792598724364
95th percentile: 2.3247618198394777
99th percentile: 2.3525078678131104
mean time: 2.0522592067718506
Pipeline stage StressChecker completed in 13.14s
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 1.19s
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 1.17s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_29988_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 2842.76s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_29988_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_29988_v1 status is now torndown due to DeploymentManager action