chaiml-ir-v0-2-sft

developer_uid: zonemercy
submission_id: chaiml-ir-v0-2-sft_v3
model_name: chaiml-ir-v0-2-sft_v3
model_group: ChaiML/ir-v0-2-sft
status: torndown
timestamp: 2025-10-24T06:43:17+00:00
num_battles: 6177
num_wins: 3167
celo_rating: 1275.19
family_friendly_score: 0.473
family_friendly_standard_error: 0.00706075066830716
submission_type: basic
model_repo: ChaiML/ir-v0-2-sft
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': 0.4650226080759176, 'latency_mean': 2.1503377628326414, 'latency_p50': 2.139874577522278, 'latency_p90': 2.353450345993042}, {'batch_size': 2, 'throughput': 0.6816294100921065, 'latency_mean': 2.9337993454933167, 'latency_p50': 2.931104063987732, 'latency_p90': 3.195896601676941}, {'batch_size': 3, 'throughput': 0.8200672691879829, 'latency_mean': 3.6467138504981995, 'latency_p50': 3.667263627052307, 'latency_p90': 3.987557029724121}, {'batch_size': 4, 'throughput': 0.9157417732883139, 'latency_mean': 4.356557445526123, 'latency_p50': 4.345195531845093, 'latency_p90': 4.974171543121337}, {'batch_size': 5, 'throughput': 0.9770071351245444, 'latency_mean': 5.0969582009315495, 'latency_p50': 5.089890718460083, 'latency_p90': 5.879208374023437}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-ir-v0-2-sft_v3
is_internal_developer: True
language_model: ChaiML/ir-v0-2-sft
model_size: 24B
ranking_group: single
throughput_3p7s: 0.83
us_pacific_date: 2025-10-23
win_ratio: 0.5127084345151368
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}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {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-v0-2-sft-v3-mkmlizer
Waiting for job on chaiml-ir-v0-2-sft-v3-mkmlizer to finish
chaiml-ir-v0-2-sft-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v0-2-sft-v3-mkmlizer: ║                                                                     ║
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chaiml-ir-v0-2-sft-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v0-2-sft-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v0-2-sft-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v0-2-sft-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v0-2-sft-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v0-2-sft-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v0-2-sft-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v0-2-sft-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v0-2-sft-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v0-2-sft-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v0-2-sft-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v0-2-sft-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v0-2-sft-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v0-2-sft-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v0-2-sft-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v0-2-sft-v3-mkmlizer: Downloaded to shared memory in 50.982s
chaiml-ir-v0-2-sft-v3-mkmlizer: Checking if ChaiML/ir-v0-2-sft already exists in ChaiML
chaiml-ir-v0-2-sft-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpqc4y8d4_, device:0
chaiml-ir-v0-2-sft-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v0-2-sft-v3-mkmlizer: quantized model in 285.033s
chaiml-ir-v0-2-sft-v3-mkmlizer: Processed model ChaiML/ir-v0-2-sft in 336.015s
chaiml-ir-v0-2-sft-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v0-2-sft-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v0-2-sft-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v0-2-sft-v3/nvidia
chaiml-ir-v0-2-sft-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v0-2-sft-v3/nvidia/config.json
chaiml-ir-v0-2-sft-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v0-2-sft-v3/nvidia/special_tokens_map.json
chaiml-ir-v0-2-sft-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v0-2-sft-v3/nvidia/tokenizer_config.json
chaiml-ir-v0-2-sft-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v0-2-sft-v3/nvidia/tokenizer.json
chaiml-ir-v0-2-sft-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v0-2-sft-v3/nvidia/flywheel_model.1.safetensors
chaiml-ir-v0-2-sft-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v0-2-sft-v3/nvidia/flywheel_model.0.safetensors
chaiml-ir-v0-2-sft-v3-mkmlizer: 
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Job chaiml-ir-v0-2-sft-v3-mkmlizer completed after 407.0s with status: succeeded
Stopping job with name chaiml-ir-v0-2-sft-v3-mkmlizer
Pipeline stage MKMLizer completed in 407.47s
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-ir-v0-2-sft-v3
Waiting for inference service chaiml-ir-v0-2-sft-v3 to be ready
Inference service chaiml-ir-v0-2-sft-v3 ready after 80.23938918113708s
Pipeline stage MKMLDeployer completed in 80.76s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3049099445343018s
Received healthy response to inference request in 2.2644941806793213s
Received healthy response to inference request in 1.8217189311981201s
Received healthy response to inference request in 1.714787244796753s
Received healthy response to inference request in 1.9242885112762451s
5 requests
0 failed requests
5th percentile: 1.7361735820770263
10th percentile: 1.7575599193572997
20th percentile: 1.8003325939178467
30th percentile: 1.842232847213745
40th percentile: 1.883260679244995
50th percentile: 1.9242885112762451
60th percentile: 2.0603707790374757
70th percentile: 2.196453046798706
80th percentile: 2.272577333450317
90th percentile: 2.2887436389923095
95th percentile: 2.296826791763306
99th percentile: 2.3032933139801024
mean time: 2.006039762496948
Pipeline stage StressChecker completed in 12.86s
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 1.82s
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 1.15s
Shutdown handler de-registered
chaiml-ir-v0-2-sft_v3 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 2898.92s
Shutdown handler de-registered
chaiml-ir-v0-2-sft_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v0-2-sft_v3 status is now torndown due to DeploymentManager action