developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_49028_v5
model_name: chaiml-mn24b-v2preferwi_49028_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-24T18:35:27+00:00
num_battles: 5584
num_wins: 2859
celo_rating: 1275.11
family_friendly_score: 0.5518000000000001
family_friendly_standard_error: 0.007033018697543751
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune4
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': 0.5518239451975865, 'latency_mean': 1.8120490777492524, 'latency_p50': 1.8036210536956787, 'latency_p90': 2.0265653133392334}, {'batch_size': 3, 'throughput': 1.100270618229792, 'latency_mean': 2.723077337741852, 'latency_p50': 2.756188750267029, 'latency_p90': 2.9983898639678954}, {'batch_size': 5, 'throughput': 1.4225922668771458, 'latency_mean': 3.4912893545627592, 'latency_p50': 3.510638117790222, 'latency_p90': 3.9663161993026734}, {'batch_size': 6, 'throughput': 1.540322715828554, 'latency_mean': 3.876904635429382, 'latency_p50': 3.854830503463745, 'latency_p90': 4.3998387336730955}, {'batch_size': 8, 'throughput': 1.6932665488887457, 'latency_mean': 4.690309796333313, 'latency_p50': 4.639153599739075, 'latency_p90': 5.259752988815308}, {'batch_size': 10, 'throughput': 1.761339794131897, 'latency_mean': 5.642624099254608, 'latency_p50': 5.652155756950378, 'latency_p90': 6.4686262845993046}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_49028_v5
ineligible_reason: num_battles<10000
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-24
win_ratio: 0.5119985673352435
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-49028-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-49028-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-49028-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-49028-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-49028-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-49028-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-49028-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-49028-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-49028-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-49028-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-49028-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-49028-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-49028-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-49028-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-49028-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-49028-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-49028-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-49028-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-49028-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-49028-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-49028-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-49028-v5-mkmlizer: Downloaded to shared memory in 122.292s
chaiml-mn24b-v2preferwi-49028-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-49028-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmppswlqgos, device:0
chaiml-mn24b-v2preferwi-49028-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-49028-v5-mkmlizer: quantized model in 291.189s
chaiml-mn24b-v2preferwi-49028-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune4 in 413.481s
chaiml-mn24b-v2preferwi-49028-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-49028-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-49028-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49028-v5/nvidia
chaiml-mn24b-v2preferwi-49028-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49028-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-49028-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49028-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-49028-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49028-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-49028-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49028-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-49028-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49028-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-49028-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49028-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-49028-v5-mkmlizer completed after 491.63s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-49028-v5-mkmlizer
Pipeline stage MKMLizer completed in 492.13s
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-49028-v5
Waiting for inference service chaiml-mn24b-v2preferwi-49028-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-49028-v5 ready after 60.557753801345825s
Pipeline stage MKMLDeployer completed in 61.49s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0128731727600098s
Received healthy response to inference request in 1.7866427898406982s
Received healthy response to inference request in 1.946329116821289s
Received healthy response to inference request in 1.6403324604034424s
Received healthy response to inference request in 1.6401405334472656s
5 requests
0 failed requests
5th percentile: 1.640178918838501
10th percentile: 1.6402173042297363
20th percentile: 1.640294075012207
30th percentile: 1.6695945262908936
40th percentile: 1.728118658065796
50th percentile: 1.7866427898406982
60th percentile: 1.8505173206329346
70th percentile: 1.9143918514251708
80th percentile: 1.9596379280090332
90th percentile: 1.9862555503845214
95th percentile: 1.9995643615722656
99th percentile: 2.010211410522461
mean time: 1.805263614654541
Pipeline stage StressChecker completed in 10.90s
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 0.69s
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 0.73s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_49028_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 2883.41s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_49028_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_49028_v5 status is now torndown due to DeploymentManager action