developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_58001_v4
model_name: chaiml-mn24b-v2preferwi_58001_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-11T18:22:01+00:00
num_battles: 5879
num_wins: 3026
celo_rating: 1274.13
family_friendly_score: 0.5758
family_friendly_standard_error: 0.006989339882993243
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_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': 0.5519018408372742, 'latency_mean': 1.8117919766902923, 'latency_p50': 1.7923654317855835, 'latency_p90': 2.0083845615386964}, {'batch_size': 3, 'throughput': 1.114671738422226, 'latency_mean': 2.678796727657318, 'latency_p50': 2.704271674156189, 'latency_p90': 3.005713963508606}, {'batch_size': 5, 'throughput': 1.445216148135813, 'latency_mean': 3.443610486984253, 'latency_p50': 3.4306403398513794, 'latency_p90': 3.9171653032302856}, {'batch_size': 6, 'throughput': 1.542316830442542, 'latency_mean': 3.8708373045921327, 'latency_p50': 3.8918535709381104, 'latency_p90': 4.413479113578796}, {'batch_size': 8, 'throughput': 1.70008436351036, 'latency_mean': 4.668338418006897, 'latency_p50': 4.677451968193054, 'latency_p90': 5.274040365219117}, {'batch_size': 10, 'throughput': 1.768167166258887, 'latency_mean': 5.621422491073608, 'latency_p50': 5.593136668205261, 'latency_p90': 6.414924955368042}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_58001_v4
ineligible_reason: num_battles<10000
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-11
win_ratio: 0.5147133866303794
generation_params: {'temperature': 0.5, '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-58001-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-58001-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-58001-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-58001-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-58001-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-58001-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-58001-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-58001-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-58001-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-58001-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-58001-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-58001-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-58001-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-58001-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-58001-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-58001-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-58001-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-58001-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-58001-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-58001-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-58001-v4-mkmlizer: Downloaded to shared memory in 37.574s
chaiml-mn24b-v2preferwi-58001-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-58001-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpf9ho20c0, device:0
chaiml-mn24b-v2preferwi-58001-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-58001-v4-mkmlizer: quantized model in 318.507s
chaiml-mn24b-v2preferwi-58001-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune2 in 356.082s
chaiml-mn24b-v2preferwi-58001-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-58001-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-58001-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-58001-v4/nvidia
chaiml-mn24b-v2preferwi-58001-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-58001-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-58001-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-58001-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-58001-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-58001-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-58001-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-58001-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-58001-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-58001-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-58001-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-58001-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-58001-v4-mkmlizer completed after 416.02s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-58001-v4-mkmlizer
Pipeline stage MKMLizer completed in 416.46s
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-58001-v4
Waiting for inference service chaiml-mn24b-v2preferwi-58001-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-58001-v4 ready after 90.75665307044983s
Pipeline stage MKMLDeployer completed in 91.18s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.9134044647216797s
Received healthy response to inference request in 1.6599664688110352s
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', '')
Received healthy response to inference request in 2.0298378467559814s
Received healthy response to inference request in 2.2364437580108643s
Received healthy response to inference request in 1.8845620155334473s
5 requests
0 failed requests
5th percentile: 1.7048855781555177
10th percentile: 1.7498046875
20th percentile: 1.8396429061889648
30th percentile: 1.9136171817779541
40th percentile: 1.9717275142669677
50th percentile: 2.0298378467559814
60th percentile: 2.1124802112579344
70th percentile: 2.195122575759888
80th percentile: 2.3718358993530275
90th percentile: 2.6426201820373536
95th percentile: 2.7780123233795164
99th percentile: 2.886326036453247
mean time: 2.1448429107666014
Pipeline stage StressChecker completed in 12.18s
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 0.66s
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 0.69s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_58001_v4 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-58001-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-58001-v4-profiler to be ready
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 2730.64s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_58001_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_58001_v4 status is now torndown due to DeploymentManager action