developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_18239_v1
model_name: chaiml-mn24b-v2preferwi_18239_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T19:57:09+00:00
num_battles: 5698
num_wins: 2961
celo_rating: 1264.73
family_friendly_score: 0.5788
family_friendly_standard_error: 0.006982700910106346
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_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': 0.5396439302718744, 'latency_mean': 1.8529524660110475, 'latency_p50': 1.8591388463974, 'latency_p90': 2.043901824951172}, {'batch_size': 3, 'throughput': 1.0995567940702227, 'latency_mean': 2.719994703531265, 'latency_p50': 2.696176767349243, 'latency_p90': 3.01294105052948}, {'batch_size': 5, 'throughput': 1.3895482884399475, 'latency_mean': 3.5684747493267057, 'latency_p50': 3.583696961402893, 'latency_p90': 3.971241497993469}, {'batch_size': 6, 'throughput': 1.4997233069810987, 'latency_mean': 3.97620912194252, 'latency_p50': 3.9643750190734863, 'latency_p90': 4.518345141410827}, {'batch_size': 8, 'throughput': 1.650856979850346, 'latency_mean': 4.82337322473526, 'latency_p50': 4.833097338676453, 'latency_p90': 5.465616941452026}, {'batch_size': 10, 'throughput': 1.7129152002399246, 'latency_mean': 5.796031920909882, 'latency_p50': 5.819603323936462, 'latency_p90': 6.692036414146424}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_18239_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.44
us_pacific_date: 2025-09-18
win_ratio: 0.5196560196560197
generation_params: {'temperature': 0.6, '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-18239-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-18239-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: Downloaded to shared memory in 65.416s
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp8_yffguc, device:0
chaiml-mn24b-v2preferwi-18239-v1-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', '')
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: quantized model in 288.429s
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_tune3 in 353.846s
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18239-v1/nvidia
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18239-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18239-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18239-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18239-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18239-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-18239-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-18239-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-18239-v1-mkmlizer completed after 418.43s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-18239-v1-mkmlizer
Pipeline stage MKMLizer completed in 418.97s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-18239-v1
Waiting for inference service chaiml-mn24b-v2preferwi-18239-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-18239-v1 ready after 60.435575008392334s
Pipeline stage MKMLDeployer completed in 60.98s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2264153957366943s
Received healthy response to inference request in 1.9715423583984375s
Received healthy response to inference request in 2.449051856994629s
Received healthy response to inference request in 2.203096628189087s
Received healthy response to inference request in 1.769258737564087s
5 requests
0 failed requests
5th percentile: 1.809715461730957
10th percentile: 1.850172185897827
20th percentile: 1.9310856342315674
30th percentile: 2.0178532123565676
40th percentile: 2.1104749202728272
50th percentile: 2.203096628189087
60th percentile: 2.21242413520813
70th percentile: 2.221751642227173
80th percentile: 2.2709426879882812
90th percentile: 2.359997272491455
95th percentile: 2.404524564743042
99th percentile: 2.4401463985443117
mean time: 2.123872995376587
Pipeline stage StressChecker completed in 12.68s
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 0.66s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_18239_v1 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 2971.74s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_18239_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_18239_v1 status is now torndown due to DeploymentManager action