chaiml-ir-v0-2-sft

developer_uid: zonemercy
submission_id: chaiml-ir-v0-2-sft_v5
model_name: chaiml-ir-v0-2-sft_v5
model_group: ChaiML/ir-v0-2-sft
status: torndown
timestamp: 2025-10-27T20:16:15+00:00
num_battles: 5632
num_wins: 2948
celo_rating: 1291.14
family_friendly_score: 0.47040000000000004
family_friendly_standard_error: 0.007058666162951752
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': 0.4660292611775215, 'latency_mean': 2.1456825804710387, 'latency_p50': 2.1485732793807983, 'latency_p90': 2.332162547111511}, {'batch_size': 2, 'throughput': 0.681109298725936, 'latency_mean': 2.9306908690929414, 'latency_p50': 2.9344050884246826, 'latency_p90': 3.143460416793823}, {'batch_size': 3, 'throughput': 0.8300351803534234, 'latency_mean': 3.601856212615967, 'latency_p50': 3.5867838859558105, 'latency_p90': 3.910167860984802}, {'batch_size': 4, 'throughput': 0.9332764575863347, 'latency_mean': 4.274904507398605, 'latency_p50': 4.293514132499695, 'latency_p90': 4.906042528152466}, {'batch_size': 5, 'throughput': 0.9909808085749965, 'latency_mean': 5.0134208345413205, 'latency_p50': 5.020786881446838, 'latency_p90': 5.723689079284668}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-ir-v0-2-sft_v5
is_internal_developer: True
language_model: ChaiML/ir-v0-2-sft
model_size: 24B
ranking_group: single
throughput_3p7s: 0.85
us_pacific_date: 2025-10-24
win_ratio: 0.5234375
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>', '\n'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s persona: {memory}", 'prompt_template': '{prompt}\n<START>\n', '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-v0-2-sft-v5-mkmlizer
Waiting for job on chaiml-ir-v0-2-sft-v5-mkmlizer to finish
chaiml-ir-v0-2-sft-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v0-2-sft-v5-mkmlizer: ║                                                                     ║
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chaiml-ir-v0-2-sft-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v0-2-sft-v5-mkmlizer: ║                                                                     ║
chaiml-ir-v0-2-sft-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v0-2-sft-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v0-2-sft-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v0-2-sft-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v0-2-sft-v5-mkmlizer: ║                                                                     ║
chaiml-ir-v0-2-sft-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v0-2-sft-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v0-2-sft-v5-mkmlizer: ║                                                                     ║
chaiml-ir-v0-2-sft-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v0-2-sft-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v0-2-sft-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v0-2-sft-v5-mkmlizer: ║                                                                     ║
chaiml-ir-v0-2-sft-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v0-2-sft-v5-mkmlizer: Downloaded to shared memory in 52.627s
chaiml-ir-v0-2-sft-v5-mkmlizer: Checking if ChaiML/ir-v0-2-sft already exists in ChaiML
chaiml-ir-v0-2-sft-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp9i301xa1, device:0
chaiml-ir-v0-2-sft-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v0-2-sft-v5-mkmlizer: quantized model in 285.641s
chaiml-ir-v0-2-sft-v5-mkmlizer: Processed model ChaiML/ir-v0-2-sft in 338.269s
chaiml-ir-v0-2-sft-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v0-2-sft-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v0-2-sft-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v0-2-sft-v5/nvidia
chaiml-ir-v0-2-sft-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v0-2-sft-v5/nvidia/config.json
chaiml-ir-v0-2-sft-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v0-2-sft-v5/nvidia/special_tokens_map.json
chaiml-ir-v0-2-sft-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v0-2-sft-v5/nvidia/tokenizer_config.json
chaiml-ir-v0-2-sft-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v0-2-sft-v5/nvidia/tokenizer.json
chaiml-ir-v0-2-sft-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v0-2-sft-v5/nvidia/flywheel_model.1.safetensors
chaiml-ir-v0-2-sft-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v0-2-sft-v5/nvidia/flywheel_model.0.safetensors
chaiml-ir-v0-2-sft-v5-mkmlizer: 
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Job chaiml-ir-v0-2-sft-v5-mkmlizer completed after 437.58s with status: succeeded
Stopping job with name chaiml-ir-v0-2-sft-v5-mkmlizer
Pipeline stage MKMLizer completed in 438.12s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.19s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v0-2-sft-v5
Waiting for inference service chaiml-ir-v0-2-sft-v5 to be ready
Inference service chaiml-ir-v0-2-sft-v5 ready after 90.63968920707703s
Pipeline stage MKMLDeployer completed in 91.19s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3101532459259033s
Received healthy response to inference request in 2.1680550575256348s
Received healthy response to inference request in 2.282170534133911s
Received healthy response to inference request in 2.570206642150879s
Received healthy response to inference request in 2.6011056900024414s
5 requests
0 failed requests
5th percentile: 2.19087815284729
10th percentile: 2.2137012481689453
20th percentile: 2.259347438812256
30th percentile: 2.2877670764923095
40th percentile: 2.2989601612091066
50th percentile: 2.3101532459259033
60th percentile: 2.4141746044158934
70th percentile: 2.518195962905884
80th percentile: 2.5763864517211914
90th percentile: 2.5887460708618164
95th percentile: 2.594925880432129
99th percentile: 2.599869728088379
mean time: 2.386338233947754
Pipeline stage StressChecker completed in 14.43s
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 0.68s
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 0.73s
Shutdown handler de-registered
chaiml-ir-v0-2-sft_v5 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 3101.65s
Shutdown handler de-registered
chaiml-ir-v0-2-sft_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v0-2-sft_v5 status is now torndown due to DeploymentManager action