developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_25799_v1
model_name: chaiml-mn24b-v2preferwi_25799_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T00:36:47+00:00
num_battles: 5655
num_wins: 2879
celo_rating: 1267.01
family_friendly_score: 0.5227999999999999
family_friendly_standard_error: 0.007063712338423756
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_prod_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': 0.5446317269297165, 'latency_mean': 1.8360066568851472, 'latency_p50': 1.8435724973678589, 'latency_p90': 2.0386234760284423}, {'batch_size': 3, 'throughput': 1.1165865007546842, 'latency_mean': 2.677877424955368, 'latency_p50': 2.6787227392196655, 'latency_p90': 3.0326590538024902}, {'batch_size': 5, 'throughput': 1.431157593648396, 'latency_mean': 3.4767229747772217, 'latency_p50': 3.4942164421081543, 'latency_p90': 3.89288649559021}, {'batch_size': 6, 'throughput': 1.5434054361942007, 'latency_mean': 3.8705485343933104, 'latency_p50': 3.8580738306045532, 'latency_p90': 4.388445711135864}, {'batch_size': 8, 'throughput': 1.6705549127421166, 'latency_mean': 4.747977880239486, 'latency_p50': 4.767358422279358, 'latency_p90': 5.413891839981079}, {'batch_size': 10, 'throughput': 1.7831515707021643, 'latency_mean': 5.558899254798889, 'latency_p50': 5.516472220420837, 'latency_p90': 6.394864964485168}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_25799_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-17
win_ratio: 0.5091069849690539
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-25799-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-25799-v1-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-25799-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-25799-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25799-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-25799-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-25799-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-25799-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-25799-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-25799-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-25799-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25799-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-25799-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-25799-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-25799-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-25799-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25799-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-25799-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-25799-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25799-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-25799-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-25799-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-25799-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-25799-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-25799-v1-mkmlizer: Downloaded to shared memory in 83.101s
chaiml-mn24b-v2preferwi-25799-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-25799-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp77fkpvhp, device:0
chaiml-mn24b-v2preferwi-25799-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-25799-v1-mkmlizer: quantized model in 287.703s
chaiml-mn24b-v2preferwi-25799-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune2 in 370.804s
chaiml-mn24b-v2preferwi-25799-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-25799-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-25799-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25799-v1/nvidia
chaiml-mn24b-v2preferwi-25799-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25799-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-25799-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25799-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-25799-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25799-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-25799-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25799-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-25799-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25799-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-25799-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-25799-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-25799-v1-mkmlizer completed after 440.03s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-25799-v1-mkmlizer
Pipeline stage MKMLizer completed in 440.59s
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-25799-v1
Waiting for inference service chaiml-mn24b-v2preferwi-25799-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-25799-v1 ready after 60.31236672401428s
Pipeline stage MKMLDeployer completed in 61.16s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2280893325805664s
Received healthy response to inference request in 1.9053854942321777s
Received healthy response to inference request in 1.1155357360839844s
Received healthy response to inference request in 1.6098432540893555s
Received healthy response to inference request in 1.9159479141235352s
5 requests
0 failed requests
5th percentile: 1.2143972396850586
10th percentile: 1.313258743286133
20th percentile: 1.5109817504882812
30th percentile: 1.6689517021179199
40th percentile: 1.787168598175049
50th percentile: 1.9053854942321777
60th percentile: 1.9096104621887207
70th percentile: 1.9138354301452636
80th percentile: 1.9783761978149415
90th percentile: 2.103232765197754
95th percentile: 2.16566104888916
99th percentile: 2.215603675842285
mean time: 1.7549603462219239
Pipeline stage StressChecker completed in 10.65s
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 0.72s
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 0.74s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_25799_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 2655.83s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_25799_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_25799_v1 status is now torndown due to DeploymentManager action