chaiml-ir-v0-sft-lr2e6fullpyg

developer_uid: zonemercy
submission_id: chaiml-ir-v0-sft-lr2e6fullpyg_v6
model_name: chaiml-ir-v0-sft-lr2e6fullpyg_v6
model_group: ChaiML/ir-v0-sft-lr2e6fu
status: torndown
timestamp: 2025-10-24T08:42:57+00:00
num_battles: 6795
num_wins: 3428
celo_rating: 1270.35
family_friendly_score: 0.4716
family_friendly_standard_error: 0.007059652116074842
submission_type: basic
model_repo: ChaiML/ir-v0-sft-lr2e6fullpyg
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': 0.463539453949541, 'latency_mean': 2.157216656208038, 'latency_p50': 2.172218680381775, 'latency_p90': 2.356840991973877}, {'batch_size': 3, 'throughput': 0.8276997922356705, 'latency_mean': 3.616886010169983, 'latency_p50': 3.6207579374313354, 'latency_p90': 4.156038069725037}, {'batch_size': 5, 'throughput': 0.9974934644358555, 'latency_mean': 5.001931095123291, 'latency_p50': 4.993003010749817, 'latency_p90': 5.780956149101257}, {'batch_size': 6, 'throughput': 1.0437303955309898, 'latency_mean': 5.730701223611832, 'latency_p50': 5.738118290901184, 'latency_p90': 6.397486591339111}, {'batch_size': 10, 'throughput': 1.1323642387473696, 'latency_mean': 8.765173661708832, 'latency_p50': 8.787861585617065, 'latency_p90': 10.063171124458313}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-ir-v0-sft-lr2e6fullpyg_v6
is_internal_developer: True
language_model: ChaiML/ir-v0-sft-lr2e6fullpyg
model_size: 24B
ranking_group: single
throughput_3p7s: 0.84
us_pacific_date: 2025-10-24
win_ratio: 0.5044885945548198
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>', 'You:', 'User:'], '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-sft-lr2e6fullpyg-v6-mkmlizer
Waiting for job on chaiml-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer to finish
chaiml-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer: ║                                                                     ║
chaiml-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer: ║                                                                     ║
chaiml-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer: ║                                                                     ║
chaiml-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer: ║                                                                     ║
chaiml-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer: ║                                                                     ║
chaiml-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer: Downloaded to shared memory in 48.785s
chaiml-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer: Checking if ChaiML/ir-v0-sft-lr2e6fullpyg already exists in ChaiML
chaiml-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpvy_o5khj, device:0
chaiml-ir-v0-sft-lr2e6fullpyg-v6-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-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer: quantized model in 285.445s
chaiml-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer: Processed model ChaiML/ir-v0-sft-lr2e6fullpyg in 334.231s
chaiml-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v6/nvidia
chaiml-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v6/nvidia/config.json
chaiml-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v6/nvidia/special_tokens_map.json
chaiml-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v6/nvidia/tokenizer_config.json
chaiml-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v6/nvidia/tokenizer.json
chaiml-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v6/nvidia/flywheel_model.1.safetensors
chaiml-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v0-sft-lr2e6fullpyg-v6/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer completed after 437.88s with status: succeeded
Stopping job with name chaiml-ir-v0-sft-lr2e6fullpyg-v6-mkmlizer
Pipeline stage MKMLizer completed in 438.40s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v0-sft-lr2e6fullpyg-v6
Waiting for inference service chaiml-ir-v0-sft-lr2e6fullpyg-v6 to be ready
Inference service chaiml-ir-v0-sft-lr2e6fullpyg-v6 ready after 80.39395666122437s
Pipeline stage MKMLDeployer completed in 81.91s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.514538526535034s
Received healthy response to inference request in 2.3372535705566406s
Received healthy response to inference request in 2.3233389854431152s
Received healthy response to inference request in 1.9535493850708008s
Received healthy response to inference request in 2.6061878204345703s
5 requests
0 failed requests
5th percentile: 2.0275073051452637
10th percentile: 2.1014652252197266
20th percentile: 2.2493810653686523
30th percentile: 2.3261219024658204
40th percentile: 2.3316877365112303
50th percentile: 2.3372535705566406
60th percentile: 2.4081675529479982
70th percentile: 2.4790815353393554
80th percentile: 2.5328683853149414
90th percentile: 2.569528102874756
95th percentile: 2.587857961654663
99th percentile: 2.602521848678589
mean time: 2.3469736576080322
Pipeline stage StressChecker completed in 13.10s
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 0.65s
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 0.65s
Shutdown handler de-registered
chaiml-ir-v0-sft-lr2e6fullpyg_v6 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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-ir-v0-sft-lr2e6fullpyg-v6-profiler
Waiting for inference service chaiml-ir-v0-sft-lr2e6fullpyg-v6-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 2864.31s
Shutdown handler de-registered
chaiml-ir-v0-sft-lr2e6fullpyg_v6 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v0-sft-lr2e6fullpyg_v6 status is now torndown due to DeploymentManager action