chaiml-mn24b-v2preferwi_15159

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_15159_v5
model_name: chaiml-mn24b-v2preferwi_15159_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-17T03:01:02+00:00
num_battles: 5670
num_wins: 2931
celo_rating: 1272.9
family_friendly_score: 0.594
family_friendly_standard_error: 0.006944983801277006
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo4_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': 0.5481509982899588, 'latency_mean': 1.8241921281814575, 'latency_p50': 1.8375301361083984, 'latency_p90': 2.0127799987792967}, {'batch_size': 3, 'throughput': 1.1118950174554667, 'latency_mean': 2.6861545598506926, 'latency_p50': 2.6746041774749756, 'latency_p90': 2.9170154571533202}, {'batch_size': 5, 'throughput': 1.446717645671558, 'latency_mean': 3.4436622393131255, 'latency_p50': 3.4504973888397217, 'latency_p90': 3.8969774723052977}, {'batch_size': 6, 'throughput': 1.5518498368735176, 'latency_mean': 3.8429338896274565, 'latency_p50': 3.8455957174301147, 'latency_p90': 4.321203351020813}, {'batch_size': 8, 'throughput': 1.7060340054477763, 'latency_mean': 4.639157602787018, 'latency_p50': 4.675455689430237, 'latency_p90': 5.183740901947021}, {'batch_size': 10, 'throughput': 1.805397622811461, 'latency_mean': 5.488263342380524, 'latency_p50': 5.5116530656814575, 'latency_p90': 6.153053641319275}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_15159_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo4_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-16
win_ratio: 0.5169312169312169
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-15159-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-15159-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-15159-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-15159-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-15159-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-15159-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-15159-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-15159-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-15159-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-15159-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-15159-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-15159-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-15159-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-15159-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-15159-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-15159-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-15159-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-15159-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-15159-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-15159-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-15159-v5-mkmlizer: Downloaded to shared memory in 55.570s
chaiml-mn24b-v2preferwi-15159-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo4_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-15159-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpld73__6z, device:0
chaiml-mn24b-v2preferwi-15159-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-15159-v5-mkmlizer: quantized model in 290.084s
chaiml-mn24b-v2preferwi-15159-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo4_tune3 in 345.655s
chaiml-mn24b-v2preferwi-15159-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-15159-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-15159-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15159-v5/nvidia
chaiml-mn24b-v2preferwi-15159-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15159-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-15159-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15159-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-15159-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15159-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-15159-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15159-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-15159-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15159-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-15159-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-15159-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-15159-v5-mkmlizer completed after 408.07s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-15159-v5-mkmlizer
Pipeline stage MKMLizer completed in 408.57s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.28s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-15159-v5
Waiting for inference service chaiml-mn24b-v2preferwi-15159-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-15159-v5 ready after 40.22788739204407s
Pipeline stage MKMLDeployer completed in 40.80s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.025371789932251s
Received healthy response to inference request in 2.13065767288208s
Received healthy response to inference request in 1.8553917407989502s
Received healthy response to inference request in 1.883835792541504s
Received healthy response to inference request in 1.6839954853057861s
5 requests
0 failed requests
5th percentile: 1.7182747364044189
10th percentile: 1.7525539875030518
20th percentile: 1.8211124897003175
30th percentile: 1.8610805511474608
40th percentile: 1.8724581718444824
50th percentile: 1.883835792541504
60th percentile: 1.9404501914978027
70th percentile: 1.9970645904541016
80th percentile: 2.0464289665222166
90th percentile: 2.0885433197021483
95th percentile: 2.1096004962921144
99th percentile: 2.126446237564087
mean time: 1.9158504962921143
Pipeline stage StressChecker completed in 11.22s
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 0.75s
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 0.72s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_15159_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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-15159-v5-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-15159-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 2762.06s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_15159_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_15159_v5 status is now torndown due to DeploymentManager action