chaiml-mn24b-v2preferwi_73387

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_73387_v1
model_name: chaiml-mn24b-v2preferwi_73387_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-12T18:09:50+00:00
num_battles: 6025
num_wins: 3166
celo_rating: 1270.93
family_friendly_score: 0.5778
family_friendly_standard_error: 0.006984943235273999
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune11
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': 0.5486565968064854, 'latency_mean': 1.8225065684318542, 'latency_p50': 1.8255877494812012, 'latency_p90': 2.0165857791900637}, {'batch_size': 3, 'throughput': 1.1158716899893617, 'latency_mean': 2.6802862417697906, 'latency_p50': 2.6715385913848877, 'latency_p90': 2.949607253074646}, {'batch_size': 5, 'throughput': 1.4297109485166275, 'latency_mean': 3.481777663230896, 'latency_p50': 3.4959336519241333, 'latency_p90': 3.9227749347686767}, {'batch_size': 6, 'throughput': 1.5363070691879164, 'latency_mean': 3.8900083351135253, 'latency_p50': 3.883066177368164, 'latency_p90': 4.429840183258056}, {'batch_size': 8, 'throughput': 1.7099683402780508, 'latency_mean': 4.6335373985767365, 'latency_p50': 4.620573163032532, 'latency_p90': 5.346219253540039}, {'batch_size': 10, 'throughput': 1.7858840534480358, 'latency_mean': 5.567974592447281, 'latency_p50': 5.538310766220093, 'latency_p90': 6.309759426116943}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_73387_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune11
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-12
win_ratio: 0.5254771784232365
generation_params: {'temperature': 0.5, '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': '{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-73387-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-73387-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-73387-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-73387-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-73387-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-73387-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-73387-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-73387-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-73387-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-73387-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-73387-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-73387-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-73387-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-73387-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-73387-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-73387-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-73387-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-73387-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-73387-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-73387-v1-mkmlizer: Downloaded to shared memory in 72.238s
chaiml-mn24b-v2preferwi-73387-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune11 already exists in ChaiML
chaiml-mn24b-v2preferwi-73387-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp2enxlktq, device:0
chaiml-mn24b-v2preferwi-73387-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-73387-v1-mkmlizer: quantized model in 287.034s
chaiml-mn24b-v2preferwi-73387-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune11 in 359.272s
chaiml-mn24b-v2preferwi-73387-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-73387-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-73387-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73387-v1/nvidia
chaiml-mn24b-v2preferwi-73387-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73387-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-73387-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73387-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-73387-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73387-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-73387-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73387-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-73387-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73387-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-73387-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-73387-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-73387-v1-mkmlizer completed after 418.43s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-73387-v1-mkmlizer
Pipeline stage MKMLizer completed in 418.97s
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-73387-v1
Waiting for inference service chaiml-mn24b-v2preferwi-73387-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-73387-v1 ready after 60.27396631240845s
Pipeline stage MKMLDeployer completed in 60.84s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2560060024261475s
Received healthy response to inference request in 1.663771152496338s
Received healthy response to inference request in 1.746011734008789s
Received healthy response to inference request in 1.7833106517791748s
Failed to get response for submission chaiml-grpo-nis-cs-gudu_93481_v7: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-grpo-nis-cs-gudu_93481_v7/predict', 'read tcp 127.0.0.1:60888->127.0.0.1:8080: read: connection reset by peer\n')
Received healthy response to inference request in 1.739760160446167s
5 requests
0 failed requests
5th percentile: 1.6789689540863038
10th percentile: 1.6941667556762696
20th percentile: 1.7245623588562011
30th percentile: 1.7410104751586915
40th percentile: 1.7435111045837401
50th percentile: 1.746011734008789
60th percentile: 1.7609313011169434
70th percentile: 1.7758508682250977
80th percentile: 1.8778497219085695
90th percentile: 2.0669278621673586
95th percentile: 2.161466932296753
99th percentile: 2.2370981884002688
mean time: 1.8377719402313233
Pipeline stage StressChecker completed in 10.68s
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 0.74s
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 0.93s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_73387_v1 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 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-73387-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-73387-v1-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 2627.66s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_73387_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_73387_v1 status is now torndown due to DeploymentManager action