developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_52388_v4
model_name: chaiml-mn24b-v2preferwi_52388_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-25T10:24:31+00:00
num_battles: 5757
num_wins: 2898
celo_rating: 1287.92
family_friendly_score: 0.5356000000000001
family_friendly_standard_error: 0.007053121861984238
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': 0.5431221773512818, 'latency_mean': 1.8411101496219635, 'latency_p50': 1.846985101699829, 'latency_p90': 2.0371663570404053}, {'batch_size': 3, 'throughput': 1.1302981926063256, 'latency_mean': 2.6411620700359344, 'latency_p50': 2.639438271522522, 'latency_p90': 2.8910025358200073}, {'batch_size': 5, 'throughput': 1.4541125742872125, 'latency_mean': 3.4246289432048798, 'latency_p50': 3.435699462890625, 'latency_p90': 3.8879357099533083}, {'batch_size': 6, 'throughput': 1.5676245793163497, 'latency_mean': 3.8159870302677152, 'latency_p50': 3.8080538511276245, 'latency_p90': 4.321573066711426}, {'batch_size': 8, 'throughput': 1.7089675874985386, 'latency_mean': 4.6521559953689575, 'latency_p50': 4.696447968482971, 'latency_p90': 5.226911878585815}, {'batch_size': 10, 'throughput': 1.8048626903919514, 'latency_mean': 5.498711769580841, 'latency_p50': 5.519924879074097, 'latency_p90': 6.405214452743531}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_52388_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.54
us_pacific_date: 2025-09-25
win_ratio: 0.5033871808233454
generation_params: {'temperature': 0.75, '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-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-52388-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer:   2025-09-25T10:25:47.643135Z  WARN  Status Code: 504. Retrying..., request_id: ""
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer:     at /home/runner/work/xet-core/xet-core/cas_client/src/http_client.rs:207
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer:   2025-09-25T10:25:47.643160Z  WARN  Retry attempt #0. Sleeping 884.513562ms before the next attempt
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer:     at /root/.cargo/registry/src/index.crates.io-1949cf8c6b5b557f/reqwest-retry-0.7.0/src/middleware.rs:171
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: Downloaded to shared memory in 74.090s
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpxb7h8s14, device:0
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: quantized model in 284.352s
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune4 in 358.442s
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52388-v4/nvidia
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52388-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52388-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52388-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52388-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52388-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-52388-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52388-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-52388-v4-mkmlizer completed after 440.16s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-52388-v4-mkmlizer
Pipeline stage MKMLizer completed in 440.66s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-52388-v4
Waiting for inference service chaiml-mn24b-v2preferwi-52388-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-52388-v4 ready after 50.41727900505066s
Pipeline stage MKMLDeployer completed in 50.94s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.140712261199951s
Received healthy response to inference request in 1.7186260223388672s
Received healthy response to inference request in 1.4870009422302246s
Received healthy response to inference request in 1.654613971710205s
Received healthy response to inference request in 1.6972670555114746s
5 requests
0 failed requests
5th percentile: 1.5205235481262207
10th percentile: 1.5540461540222168
20th percentile: 1.621091365814209
30th percentile: 1.663144588470459
40th percentile: 1.6802058219909668
50th percentile: 1.6972670555114746
60th percentile: 1.7058106422424317
70th percentile: 1.7143542289733886
80th percentile: 1.8030432701110841
90th percentile: 1.9718777656555175
95th percentile: 2.0562950134277345
99th percentile: 2.1238288116455077
mean time: 1.7396440505981445
Pipeline stage StressChecker completed in 10.50s
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 0.71s
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 0.76s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_52388_v4 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 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-52388-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-52388-v4-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 2987.85s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_52388_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_52388_v4 status is now torndown due to DeploymentManager action