developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_52388_v5
model_name: chaiml-mn24b-v2preferwi_52388_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-25T10:24:56+00:00
num_battles: 5751
num_wins: 2868
celo_rating: 1285.2
family_friendly_score: 0.5347999999999999
family_friendly_standard_error: 0.007053920328441483
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_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': 0.547746482384534, 'latency_mean': 1.8255340826511384, 'latency_p50': 1.828766942024231, 'latency_p90': 2.0297093868255613}, {'batch_size': 3, 'throughput': 1.109124545240992, 'latency_mean': 2.6965081691741943, 'latency_p50': 2.670426607131958, 'latency_p90': 2.9604124546051023}, {'batch_size': 5, 'throughput': 1.4330677885022538, 'latency_mean': 3.479069058895111, 'latency_p50': 3.445940136909485, 'latency_p90': 3.8744778394699098}, {'batch_size': 6, 'throughput': 1.5385047315275306, 'latency_mean': 3.8732868432998657, 'latency_p50': 3.8893529176712036, 'latency_p90': 4.431944537162781}, {'batch_size': 8, 'throughput': 1.6901707691419736, 'latency_mean': 4.704908063411713, 'latency_p50': 4.6764897108078, 'latency_p90': 5.375828170776367}, {'batch_size': 10, 'throughput': 1.7433821340898126, 'latency_mean': 5.684391709566117, 'latency_p50': 5.684444069862366, 'latency_p90': 6.6252676486969}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_52388_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-25
win_ratio: 0.4986958789775691
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-52388-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-52388-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-52388-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-52388-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-52388-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-52388-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-52388-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-52388-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-52388-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52388-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-52388-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-52388-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-52388-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-52388-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52388-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-52388-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-52388-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52388-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-52388-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-52388-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-52388-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52388-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-52388-v5-mkmlizer:   2025-09-25T10:25:47.819881Z  WARN  Status Code: 504. Retrying..., request_id: ""
chaiml-mn24b-v2preferwi-52388-v5-mkmlizer:     at /home/runner/work/xet-core/xet-core/cas_client/src/http_client.rs:207
chaiml-mn24b-v2preferwi-52388-v5-mkmlizer:   2025-09-25T10:25:47.819909Z  WARN  Retry attempt #0. Sleeping 2.685720385s before the next attempt
chaiml-mn24b-v2preferwi-52388-v5-mkmlizer:     at /root/.cargo/registry/src/index.crates.io-1949cf8c6b5b557f/reqwest-retry-0.7.0/src/middleware.rs:171
chaiml-mn24b-v2preferwi-52388-v5-mkmlizer: Downloaded to shared memory in 65.275s
chaiml-mn24b-v2preferwi-52388-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-52388-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpjg4njtvw, device:0
chaiml-mn24b-v2preferwi-52388-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-52388-v5-mkmlizer: quantized model in 286.221s
chaiml-mn24b-v2preferwi-52388-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune4 in 351.497s
chaiml-mn24b-v2preferwi-52388-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-52388-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-52388-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52388-v5/nvidia
chaiml-mn24b-v2preferwi-52388-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52388-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-52388-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52388-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-52388-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52388-v5/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-52388-v5-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-52388-v5-mkmlizer completed after 427.78s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-52388-v5-mkmlizer
Pipeline stage MKMLizer completed in 428.58s
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-52388-v5
Waiting for inference service chaiml-mn24b-v2preferwi-52388-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-52388-v5 ready after 50.259910345077515s
Pipeline stage MKMLDeployer completed in 50.68s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.021824836730957s
Received healthy response to inference request in 1.9909586906433105s
Received healthy response to inference request in 1.6468582153320312s
Received healthy response to inference request in 1.7666771411895752s
Received healthy response to inference request in 1.7220280170440674s
5 requests
0 failed requests
5th percentile: 1.6618921756744385
10th percentile: 1.6769261360168457
20th percentile: 1.7069940567016602
30th percentile: 1.730957841873169
40th percentile: 1.7488174915313721
50th percentile: 1.7666771411895752
60th percentile: 1.8563897609710693
70th percentile: 1.9461023807525635
80th percentile: 1.99713191986084
90th percentile: 2.0094783782958983
95th percentile: 2.0156516075134276
99th percentile: 2.020590190887451
mean time: 1.8296693801879882
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 0.67s
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 0.68s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_52388_v5 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 0.11s
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-52388-v5-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-52388-v5-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 2876.69s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_52388_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_52388_v5 status is now torndown due to DeploymentManager action