developer_uid: chai_backend_admin
submission_id: chaiml-ir-v0-1-sft-lr2e_55482_v1
model_name: chaiml-ir-v0-1-sft-lr2e_55482_v1
model_group: ChaiML/ir-v0-1-sft-lr2e6
status: inactive
timestamp: 2025-10-21T08:22:51+00:00
num_battles: 5985
num_wins: 3181
celo_rating: 1300.56
family_friendly_score: 0.479
family_friendly_standard_error: 0.007064828377250222
submission_type: basic
model_repo: ChaiML/ir-v0-1-sft-lr2e6mempyg
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.38175363934060785, 'latency_mean': 2.6193938207626344, 'latency_p50': 2.58599853515625, 'latency_p90': 2.9007562398910522}, {'batch_size': 2, 'throughput': 0.5718058366021385, 'latency_mean': 3.488235582113266, 'latency_p50': 3.496378540992737, 'latency_p90': 3.812859034538269}, {'batch_size': 3, 'throughput': 0.7020017997475941, 'latency_mean': 4.263064906597138, 'latency_p50': 4.26848042011261, 'latency_p90': 4.5797353982925415}, {'batch_size': 4, 'throughput': 0.8047617968943258, 'latency_mean': 4.938032124042511, 'latency_p50': 4.933723211288452, 'latency_p90': 5.488612842559815}, {'batch_size': 5, 'throughput': 0.8671201314926068, 'latency_mean': 5.753531453609466, 'latency_p50': 5.7799235582351685, 'latency_p90': 6.552321887016296}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-ir-v0-1-sft-lr2e_55482_v1
is_internal_developer: True
language_model: ChaiML/ir-v0-1-sft-lr2e6mempyg
model_size: 24B
ranking_group: single
throughput_3p7s: 0.61
us_pacific_date: 2025-10-21
win_ratio: 0.5314954051796157
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['</s>', 'User:', 'You:'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s persona: {memory}", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': 'You: {message}\n', 'response_template': '####\n{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-ir-v0-1-sft-lr2e-55482-v1-mkmlizer
Waiting for job on chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer to finish
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: ║                                                                     ║
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: ║                                                                     ║
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: ║                                                                     ║
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: ║                                                                     ║
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: ║                                                                     ║
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: Downloaded to shared memory in 67.908s
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: Checking if ChaiML/ir-v0-1-sft-lr2e6mempyg already exists in ChaiML
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmprj0hymeg, device:0
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: quantized model in 42.361s
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: Processed model ChaiML/ir-v0-1-sft-lr2e6mempyg in 110.269s
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v1/nvidia
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v1/nvidia/config.json
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v1/nvidia/special_tokens_map.json
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v1/nvidia/tokenizer_config.json
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v1/nvidia/tokenizer.json
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-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v1/nvidia/flywheel_model.1.safetensors
chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v0-1-sft-lr2e-55482-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer completed after 154.79s with status: succeeded
Stopping job with name chaiml-ir-v0-1-sft-lr2e-55482-v1-mkmlizer
Pipeline stage MKMLizer completed in 155.30s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v0-1-sft-lr2e-55482-v1
Waiting for inference service chaiml-ir-v0-1-sft-lr2e-55482-v1 to be ready
Inference service chaiml-ir-v0-1-sft-lr2e-55482-v1 ready after 70.29720520973206s
Pipeline stage MKMLDeployer completed in 70.85s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.3601064682006836s
Received healthy response to inference request in 2.2042150497436523s
Received healthy response to inference request in 2.4210562705993652s
Received healthy response to inference request in 2.266345262527466s
Received healthy response to inference request in 2.071784734725952s
5 requests
0 failed requests
5th percentile: 2.098270797729492
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70th percentile: 2.34135422706604
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90th percentile: 2.3966763496398924
95th percentile: 2.408866310119629
99th percentile: 2.418618278503418
mean time: 2.264701557159424
Pipeline stage StressChecker completed in 12.56s
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3190.39s
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chaiml-ir-v0-1-sft-lr2e_55482_v1 status is now inactive due to auto deactivation removed underperforming models