developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_21976_v3
model_name: chaiml-mn24b-v2preferwi_21976_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T02:52:50+00:00
num_battles: 6227
num_wins: 3329
celo_rating: 1277.94
family_friendly_score: 0.5578000000000001
family_friendly_standard_error: 0.007023662292565041
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune6
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': 0.5491592522971707, 'latency_mean': 1.8208700358867644, 'latency_p50': 1.8291397094726562, 'latency_p90': 2.0314531087875367}, {'batch_size': 3, 'throughput': 1.1103779106447824, 'latency_mean': 2.6875628089904784, 'latency_p50': 2.6913903951644897, 'latency_p90': 3.0689557552337647}, {'batch_size': 5, 'throughput': 1.419968663793208, 'latency_mean': 3.4930311381816863, 'latency_p50': 3.522304654121399, 'latency_p90': 3.950879144668579}, {'batch_size': 6, 'throughput': 1.5378170147145314, 'latency_mean': 3.8840847301483152, 'latency_p50': 3.8935651779174805, 'latency_p90': 4.387634897232055}, {'batch_size': 8, 'throughput': 1.6807831700752565, 'latency_mean': 4.722378152608871, 'latency_p50': 4.728598952293396, 'latency_p90': 5.4863116979599}, {'batch_size': 10, 'throughput': 1.7552070218424682, 'latency_mean': 5.635440096855164, 'latency_p50': 5.658557415008545, 'latency_p90': 6.45443251132965}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_21976_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-20
win_ratio: 0.5346073550666453
generation_params: {'temperature': 0.7, '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-21976-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-21976-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: Downloaded to shared memory in 69.618s
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpt1wheq4d, device:0
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: quantized model in 286.375s
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune6 in 355.994s
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21976-v3/nvidia
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21976-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21976-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21976-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21976-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21976-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-21976-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21976-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-21976-v3-mkmlizer completed after 448.34s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-21976-v3-mkmlizer
Pipeline stage MKMLizer completed in 448.81s
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-21976-v3
Waiting for inference service chaiml-mn24b-v2preferwi-21976-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-21976-v3 ready after 60.26179766654968s
Pipeline stage MKMLDeployer completed in 60.68s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1510374546051025s
Received healthy response to inference request in 1.6958270072937012s
Received healthy response to inference request in 1.8797063827514648s
Received healthy response to inference request in 1.6373565196990967s
Received healthy response to inference request in 1.7564470767974854s
5 requests
0 failed requests
5th percentile: 1.6490506172180175
10th percentile: 1.6607447147369385
20th percentile: 1.6841329097747804
30th percentile: 1.707951021194458
40th percentile: 1.7321990489959718
50th percentile: 1.7564470767974854
60th percentile: 1.805750799179077
70th percentile: 1.8550545215606689
80th percentile: 1.9339725971221924
90th percentile: 2.0425050258636475
95th percentile: 2.096771240234375
99th percentile: 2.140184211730957
mean time: 1.82407488822937
Pipeline stage StressChecker completed in 10.56s
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 0.62s
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_21976_v3 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 2985.73s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_21976_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_21976_v3 status is now torndown due to DeploymentManager action