chaiml-ir-v0-2-sft

developer_uid: zonemercy
submission_id: chaiml-ir-v0-2-sft_v4
model_name: chaiml-ir-v0-2-sft_v4
model_group: ChaiML/ir-v0-2-sft
status: torndown
timestamp: 2025-10-24T08:43:57+00:00
num_battles: 6799
num_wins: 3518
celo_rating: 1282.17
family_friendly_score: 0.4658
family_friendly_standard_error: 0.007054507211705152
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': 0.45955609085710974, 'latency_mean': 2.175888098478317, 'latency_p50': 2.145229458808899, 'latency_p90': 2.3453134536743163}, {'batch_size': 3, 'throughput': 0.8388237927719104, 'latency_mean': 3.5642514514923094, 'latency_p50': 3.5433990955352783, 'latency_p90': 4.004317355155945}, {'batch_size': 5, 'throughput': 1.002149918103896, 'latency_mean': 4.967056784629822, 'latency_p50': 4.9938725233078, 'latency_p90': 5.623166489601135}, {'batch_size': 6, 'throughput': 1.0555804611676718, 'latency_mean': 5.668521633148194, 'latency_p50': 5.651520133018494, 'latency_p90': 6.541930174827575}, {'batch_size': 10, 'throughput': 1.160505113830646, 'latency_mean': 8.55688104391098, 'latency_p50': 8.56561815738678, 'latency_p90': 9.859700798988342}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-ir-v0-2-sft_v4
is_internal_developer: True
language_model: ChaiML/ir-v0-2-sft
model_size: 24B
ranking_group: single
throughput_3p7s: 0.86
us_pacific_date: 2025-10-24
win_ratio: 0.5174290336814238
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': ['You:', 'User:', '</s>'], '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-v4-mkmlizer
Waiting for job on chaiml-ir-v0-2-sft-v4-mkmlizer to finish
chaiml-ir-v0-2-sft-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v0-2-sft-v4-mkmlizer: ║                                                                     ║
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chaiml-ir-v0-2-sft-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v0-2-sft-v4-mkmlizer: ║                                                                     ║
chaiml-ir-v0-2-sft-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v0-2-sft-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v0-2-sft-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v0-2-sft-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v0-2-sft-v4-mkmlizer: ║                                                                     ║
chaiml-ir-v0-2-sft-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v0-2-sft-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v0-2-sft-v4-mkmlizer: ║                                                                     ║
chaiml-ir-v0-2-sft-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v0-2-sft-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v0-2-sft-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v0-2-sft-v4-mkmlizer: ║                                                                     ║
chaiml-ir-v0-2-sft-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v0-2-sft-v4-mkmlizer: Downloaded to shared memory in 51.432s
chaiml-ir-v0-2-sft-v4-mkmlizer: Checking if ChaiML/ir-v0-2-sft already exists in ChaiML
chaiml-ir-v0-2-sft-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpixvw2alq, device:0
chaiml-ir-v0-2-sft-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v0-2-sft-v4-mkmlizer: quantized model in 285.479s
chaiml-ir-v0-2-sft-v4-mkmlizer: Processed model ChaiML/ir-v0-2-sft in 336.911s
chaiml-ir-v0-2-sft-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v0-2-sft-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v0-2-sft-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v0-2-sft-v4/nvidia
chaiml-ir-v0-2-sft-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v0-2-sft-v4/nvidia/config.json
chaiml-ir-v0-2-sft-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v0-2-sft-v4/nvidia/special_tokens_map.json
chaiml-ir-v0-2-sft-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v0-2-sft-v4/nvidia/tokenizer_config.json
chaiml-ir-v0-2-sft-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v0-2-sft-v4/nvidia/tokenizer.json
chaiml-ir-v0-2-sft-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v0-2-sft-v4/nvidia/flywheel_model.1.safetensors
chaiml-ir-v0-2-sft-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v0-2-sft-v4/nvidia/flywheel_model.0.safetensors
chaiml-ir-v0-2-sft-v4-mkmlizer: 
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Job chaiml-ir-v0-2-sft-v4-mkmlizer completed after 428.28s with status: succeeded
Stopping job with name chaiml-ir-v0-2-sft-v4-mkmlizer
Pipeline stage MKMLizer completed in 428.80s
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-v4
Waiting for inference service chaiml-ir-v0-2-sft-v4 to be ready
Inference service chaiml-ir-v0-2-sft-v4 ready after 80.37626218795776s
Pipeline stage MKMLDeployer completed in 80.85s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3957135677337646s
Received healthy response to inference request in 1.9351491928100586s
Received healthy response to inference request in 1.7250277996063232s
Received healthy response to inference request in 3.182988166809082s
Received healthy response to inference request in 1.718515157699585s
5 requests
0 failed requests
5th percentile: 1.7198176860809327
10th percentile: 1.7211202144622804
20th percentile: 1.7237252712249755
30th percentile: 1.7670520782470702
40th percentile: 1.8511006355285644
50th percentile: 1.9351491928100586
60th percentile: 2.119374942779541
70th percentile: 2.3036006927490233
80th percentile: 2.5531684875488283
90th percentile: 2.868078327178955
95th percentile: 3.0255332469940184
99th percentile: 3.1514971828460694
mean time: 2.1914787769317625
Pipeline stage StressChecker completed in 13.12s
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 0.61s
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 0.62s
Shutdown handler de-registered
chaiml-ir-v0-2-sft_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 0.11s
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-ir-v0-2-sft-v4-profiler
Waiting for inference service chaiml-ir-v0-2-sft-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 2921.73s
Shutdown handler de-registered
chaiml-ir-v0-2-sft_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v0-2-sft_v4 status is now torndown due to DeploymentManager action