developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_96834_v2
model_name: chaiml-mn24b-v2preferwi_96834_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T17:14:11+00:00
num_battles: 5856
num_wins: 2985
celo_rating: 1269.4
family_friendly_score: 0.5780000000000001
family_friendly_standard_error: 0.006984497118619207
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_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': 0.5501302632144218, 'latency_mean': 1.8176250076293945, 'latency_p50': 1.8210854530334473, 'latency_p90': 2.01756329536438}, {'batch_size': 3, 'throughput': 1.1124737410973042, 'latency_mean': 2.6886235272884367, 'latency_p50': 2.689070463180542, 'latency_p90': 3.0058122634887696}, {'batch_size': 5, 'throughput': 1.4487919360323962, 'latency_mean': 3.4243364691734315, 'latency_p50': 3.4294620752334595, 'latency_p90': 3.8211796283721924}, {'batch_size': 6, 'throughput': 1.5582544452060705, 'latency_mean': 3.8321037983894346, 'latency_p50': 3.8424283266067505, 'latency_p90': 4.3402328252792355}, {'batch_size': 8, 'throughput': 1.6964424120213055, 'latency_mean': 4.6793526482582095, 'latency_p50': 4.678761601448059, 'latency_p90': 5.188493657112121}, {'batch_size': 10, 'throughput': 1.8025334696996758, 'latency_mean': 5.488812485933304, 'latency_p50': 5.491556406021118, 'latency_p90': 6.316978764533997}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_96834_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.53
us_pacific_date: 2025-09-21
win_ratio: 0.5097336065573771
generation_params: {'temperature': 0.65, '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-96834-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-96834-v2-mkmlizer to finish
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-96834-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: Downloaded to shared memory in 42.938s
chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp59eznkpr, device:0
chaiml-mn24b-v2preferwi-96834-v2-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-96834-v2-mkmlizer: quantized model in 283.104s
chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune2 in 326.043s
chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v2/nvidia
chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-96834-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-96834-v2-mkmlizer completed after 458.35s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-96834-v2-mkmlizer
Pipeline stage MKMLizer completed in 458.94s
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-96834-v2
Waiting for inference service chaiml-mn24b-v2preferwi-96834-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-96834-v2 ready after 70.36558556556702s
Pipeline stage MKMLDeployer completed in 71.58s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0644636154174805s
Received healthy response to inference request in 1.7069387435913086s
Received healthy response to inference request in 1.8424487113952637s
Received healthy response to inference request in 1.7195155620574951s
Received healthy response to inference request in 1.755230188369751s
5 requests
0 failed requests
5th percentile: 1.709454107284546
10th percentile: 1.7119694709777833
20th percentile: 1.7170001983642578
30th percentile: 1.7266584873199462
40th percentile: 1.7409443378448486
50th percentile: 1.755230188369751
60th percentile: 1.7901175975799561
70th percentile: 1.825005006790161
80th percentile: 1.8868516921997072
90th percentile: 1.9756576538085937
95th percentile: 2.020060634613037
99th percentile: 2.055583019256592
mean time: 1.8177193641662597
Pipeline stage StressChecker completed in 10.41s
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 0.96s
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 0.71s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_96834_v2 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 3026.45s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_96834_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_96834_v2 status is now torndown due to DeploymentManager action