chaiml-mn24b-v2preferwi_57536

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_57536_v4
model_name: chaiml-mn24b-v2preferwi_57536_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T19:23:40+00:00
num_battles: 5776
num_wins: 2938
celo_rating: 1261.05
family_friendly_score: 0.5722
family_friendly_standard_error: 0.006996958767921961
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune2
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': 0.5467291805780681, 'latency_mean': 1.8289380073547363, 'latency_p50': 1.8145158290863037, 'latency_p90': 2.0333448171615602}, {'batch_size': 3, 'throughput': 1.1110667081611438, 'latency_mean': 2.6881522512435914, 'latency_p50': 2.7035845518112183, 'latency_p90': 2.9538859128952026}, {'batch_size': 5, 'throughput': 1.4419761072285044, 'latency_mean': 3.4380277490615843, 'latency_p50': 3.441457152366638, 'latency_p90': 3.8909096717834473}, {'batch_size': 6, 'throughput': 1.5541142986819791, 'latency_mean': 3.8317545402050017, 'latency_p50': 3.785208225250244, 'latency_p90': 4.488304090499878}, {'batch_size': 8, 'throughput': 1.7191113371396962, 'latency_mean': 4.619904882907868, 'latency_p50': 4.624541997909546, 'latency_p90': 5.163406467437744}, {'batch_size': 10, 'throughput': 1.7940757666863816, 'latency_mean': 5.536470577716828, 'latency_p50': 5.524855852127075, 'latency_p90': 6.398994898796081}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_57536_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.53
us_pacific_date: 2025-09-18
win_ratio: 0.5086565096952909
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-57536-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-57536-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-57536-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-57536-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-57536-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-57536-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-57536-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-57536-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-57536-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-57536-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-57536-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-57536-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-57536-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-57536-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-57536-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-57536-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-57536-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-57536-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-57536-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-57536-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-57536-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-57536-v4-mkmlizer: Downloaded to shared memory in 46.197s
chaiml-mn24b-v2preferwi-57536-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-57536-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpx98gto8i, device:0
chaiml-mn24b-v2preferwi-57536-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-57536-v4-mkmlizer: quantized model in 286.928s
chaiml-mn24b-v2preferwi-57536-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_tune2 in 333.125s
chaiml-mn24b-v2preferwi-57536-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-57536-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-57536-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57536-v4/nvidia
chaiml-mn24b-v2preferwi-57536-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57536-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-57536-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57536-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-57536-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57536-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-57536-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57536-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-57536-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57536-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-57536-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57536-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-57536-v4-mkmlizer completed after 459.14s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-57536-v4-mkmlizer
Pipeline stage MKMLizer completed in 459.62s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-57536-v4
Waiting for inference service chaiml-mn24b-v2preferwi-57536-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-57536-v4 ready after 60.310324907302856s
Pipeline stage MKMLDeployer completed in 60.83s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.7327446937561035s
Received healthy response to inference request in 1.1422653198242188s
Received healthy response to inference request in 1.6822290420532227s
Received healthy response to inference request in 1.3855183124542236s
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', '')
Received healthy response to inference request in 1.6319341659545898s
5 requests
0 failed requests
5th percentile: 1.1909159183502198
10th percentile: 1.2395665168762207
20th percentile: 1.3368677139282226
30th percentile: 1.4348014831542968
40th percentile: 1.5333678245544433
50th percentile: 1.6319341659545898
60th percentile: 1.652052116394043
70th percentile: 1.672170066833496
80th percentile: 1.892332172393799
90th percentile: 2.3125384330749514
95th percentile: 2.5226415634155273
99th percentile: 2.6907240676879884
mean time: 1.7149383068084716
Pipeline stage StressChecker completed in 10.45s
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 0.64s
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 0.67s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_57536_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 0.12s
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-57536-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-57536-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 3017.33s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_57536_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_57536_v4 status is now torndown due to DeploymentManager action