developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_59749_v5
model_name: chaiml-mn24b-v2preferwi_59749_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-13T22:59:23+00:00
num_battles: 6055
num_wins: 3266
celo_rating: 1281.9
family_friendly_score: 0.5864
family_friendly_standard_error: 0.006964697265495466
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune17
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': 0.5506962627411838, 'latency_mean': 1.8157570338249207, 'latency_p50': 1.8114367723464966, 'latency_p90': 2.0152665615081786}, {'batch_size': 3, 'throughput': 1.1107276353699074, 'latency_mean': 2.6946374773979187, 'latency_p50': 2.698574185371399, 'latency_p90': 2.9896759510040285}, {'batch_size': 5, 'throughput': 1.3981909666955716, 'latency_mean': 3.5520830118656157, 'latency_p50': 3.586171865463257, 'latency_p90': 4.020161175727845}, {'batch_size': 6, 'throughput': 1.5064304275598028, 'latency_mean': 3.9572438061237336, 'latency_p50': 3.975664496421814, 'latency_p90': 4.468321323394775}, {'batch_size': 8, 'throughput': 1.667835289502884, 'latency_mean': 4.765755009651184, 'latency_p50': 4.7436007261276245, 'latency_p90': 5.41505663394928}, {'batch_size': 10, 'throughput': 1.7244130103073634, 'latency_mean': 5.7449054729938505, 'latency_p50': 5.769636750221252, 'latency_p90': 6.592105031013489}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_59749_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune17
model_size: 24B
ranking_group: single
throughput_3p7s: 1.45
us_pacific_date: 2025-09-13
win_ratio: 0.5393889347646573
generation_params: {'temperature': 0.7, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 40, 'presence_penalty': 0.25, 'frequency_penalty': 0.25, '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': '{prompt}\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-59749-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-59749-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-59749-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-59749-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-59749-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-59749-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-59749-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-59749-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-59749-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59749-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-59749-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-59749-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-59749-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-59749-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59749-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-59749-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-59749-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59749-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-59749-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-59749-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-59749-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59749-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-59749-v5-mkmlizer: Downloaded to shared memory in 52.097s
chaiml-mn24b-v2preferwi-59749-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune17 already exists in ChaiML
chaiml-mn24b-v2preferwi-59749-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpo2hgvi8u, device:0
chaiml-mn24b-v2preferwi-59749-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', '')
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-59749-v5-mkmlizer: quantized model in 289.145s
chaiml-mn24b-v2preferwi-59749-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune17 in 341.242s
chaiml-mn24b-v2preferwi-59749-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-59749-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-59749-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59749-v5/nvidia
chaiml-mn24b-v2preferwi-59749-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59749-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-59749-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59749-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-59749-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59749-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-59749-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59749-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-59749-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59749-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-59749-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59749-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-59749-v5-mkmlizer completed after 478.99s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-59749-v5-mkmlizer
Pipeline stage MKMLizer completed in 479.96s
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-59749-v5
Waiting for inference service chaiml-mn24b-v2preferwi-59749-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-59749-v5 ready after 60.310868978500366s
Pipeline stage MKMLDeployer completed in 61.24s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1672680377960205s
Received healthy response to inference request in 1.8436822891235352s
Received healthy response to inference request in 1.9362037181854248s
Received healthy response to inference request in 1.7648017406463623s
Received healthy response to inference request in 1.838371753692627s
5 requests
0 failed requests
5th percentile: 1.7795157432556152
10th percentile: 1.7942297458648682
20th percentile: 1.823657751083374
30th percentile: 1.8394338607788085
40th percentile: 1.841558074951172
50th percentile: 1.8436822891235352
60th percentile: 1.880690860748291
70th percentile: 1.917699432373047
80th percentile: 1.982416582107544
90th percentile: 2.0748423099517823
95th percentile: 2.121055173873901
99th percentile: 2.1580254650115966
mean time: 1.910065507888794
Pipeline stage StressChecker completed in 10.93s
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 0.68s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_59749_v5 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 2635.19s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_59749_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_59749_v5 status is now torndown due to DeploymentManager action