developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_29381_v2
model_name: chaiml-mn24b-v2preferwi_29381_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-11T21:53:40+00:00
num_battles: 5629
num_wins: 2935
celo_rating: 1273.68
family_friendly_score: 0.5458000000000001
family_friendly_standard_error: 0.007041340213340071
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_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': 0.5361209479320006, 'latency_mean': 1.8651515138149262, 'latency_p50': 1.8340058326721191, 'latency_p90': 2.0398995161056517}, {'batch_size': 3, 'throughput': 1.0905236704725572, 'latency_mean': 2.7399625897407534, 'latency_p50': 2.751109004020691, 'latency_p90': 3.02458016872406}, {'batch_size': 5, 'throughput': 1.4084812272891203, 'latency_mean': 3.5378633058071136, 'latency_p50': 3.536831021308899, 'latency_p90': 3.936048650741577}, {'batch_size': 6, 'throughput': 1.510425138428542, 'latency_mean': 3.942928881645203, 'latency_p50': 3.9459733963012695, 'latency_p90': 4.432470798492432}, {'batch_size': 8, 'throughput': 1.6729053389871626, 'latency_mean': 4.769736595153809, 'latency_p50': 4.789143443107605, 'latency_p90': 5.441743326187134}, {'batch_size': 10, 'throughput': 1.725918008825398, 'latency_mean': 5.75281924366951, 'latency_p50': 5.740297794342041, 'latency_p90': 6.638669204711914}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_29381_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.46
us_pacific_date: 2025-09-11
win_ratio: 0.5214069994670456
generation_params: {'temperature': 0.8, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, '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-29381-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-29381-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-29381-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-29381-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-29381-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-29381-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-29381-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-29381-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-29381-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29381-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-29381-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-29381-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-29381-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-29381-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29381-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-29381-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-29381-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29381-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-29381-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-29381-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-29381-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29381-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-29381-v2-mkmlizer: Downloaded to shared memory in 59.986s
chaiml-mn24b-v2preferwi-29381-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-29381-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpigp700mv, device:0
chaiml-mn24b-v2preferwi-29381-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-29381-v2-mkmlizer: quantized model in 286.878s
chaiml-mn24b-v2preferwi-29381-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune3 in 346.865s
chaiml-mn24b-v2preferwi-29381-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-29381-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-29381-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29381-v2/nvidia
chaiml-mn24b-v2preferwi-29381-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29381-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-29381-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29381-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-29381-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29381-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-29381-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29381-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-29381-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29381-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-29381-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29381-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-29381-v2-mkmlizer completed after 438.67s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-29381-v2-mkmlizer
Pipeline stage MKMLizer completed in 439.20s
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-29381-v2
Waiting for inference service chaiml-mn24b-v2preferwi-29381-v2 to be ready
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', '')
Inference service chaiml-mn24b-v2preferwi-29381-v2 ready after 50.375168800354004s
Pipeline stage MKMLDeployer completed in 50.94s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1510133743286133s
Received healthy response to inference request in 1.7519097328186035s
Received healthy response to inference request in 1.763418197631836s
Received healthy response to inference request in 1.789510726928711s
Received healthy response to inference request in 1.7732868194580078s
5 requests
0 failed requests
5th percentile: 1.75421142578125
10th percentile: 1.7565131187438965
20th percentile: 1.7611165046691895
30th percentile: 1.7653919219970704
40th percentile: 1.769339370727539
50th percentile: 1.7732868194580078
60th percentile: 1.779776382446289
70th percentile: 1.7862659454345704
80th percentile: 1.8618112564086915
90th percentile: 2.006412315368652
95th percentile: 2.0787128448486327
99th percentile: 2.136553268432617
mean time: 1.8458277702331543
Pipeline stage StressChecker completed in 10.66s
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 0.71s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_29381_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 2486.18s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_29381_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_29381_v2 status is now torndown due to DeploymentManager action