chaiml-gy-exp54-sftlora_64856

developer_uid: bogoconic1

submission_id: chaiml-gy-exp54-sftlora_64856_v2

model_name: chaiml-gy-exp54-sftlora_64856_v2

model_group: ChaiML/gy-exp54-sftlora-

status: torndown

timestamp: 2025-07-09T18:05:29+00:00

num_battles: 8139

num_wins: 4119

celo_rating: 1294.44

family_friendly_score: 0.5186

family_friendly_standard_error: 0.007066173504804421

submission_type: basic

model_repo: ChaiML/gy-exp54-sftlora-gy-datamix-v2.5-ep6

model_architecture: MistralForCausalLM

model_num_parameters: 24096691200.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.5233486944174455, 'latency_mean': 1.9106685173511506, 'latency_p50': 1.9052222967147827, 'latency_p90': 2.139451289176941}, {'batch_size': 3, 'throughput': 1.033136739986594, 'latency_mean': 2.900149677991867, 'latency_p50': 2.925460457801819, 'latency_p90': 3.217715883255005}, {'batch_size': 5, 'throughput': 1.3013398044223694, 'latency_mean': 3.8161147201061247, 'latency_p50': 3.792309880256653, 'latency_p90': 4.252062892913818}, {'batch_size': 6, 'throughput': 1.4098150566454077, 'latency_mean': 4.228080072402954, 'latency_p50': 4.203985333442688, 'latency_p90': 4.768769025802612}, {'batch_size': 8, 'throughput': 1.544752559137356, 'latency_mean': 5.128692779541016, 'latency_p50': 5.066395044326782, 'latency_p90': 5.731528615951538}, {'batch_size': 10, 'throughput': 1.6036949512436747, 'latency_mean': 6.193393841981888, 'latency_p50': 6.237564563751221, 'latency_p90': 6.932932424545288}]

gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}

display_name: chaiml-gy-exp54-sftlora_64856_v2

is_internal_developer: False

language_model: ChaiML/gy-exp54-sftlora-gy-datamix-v2.5-ep6

model_size: 24B

ranking_group: single

throughput_3p7s: 1.28

us_pacific_date: 2025-07-09

win_ratio: 0.5060818282344268

generation_params: {'temperature': 0.6, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['\n', '<|im_start|>', '<|im_end|>'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '<|system|>Family Friendly{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', '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-gy-exp54-sftlora-64856-v2-mkmlizer
Waiting for job on chaiml-gy-exp54-sftlora-64856-v2-mkmlizer to finish
chaiml-gy-exp54-sftlora-64856-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-gy-exp54-sftlora-64856-v2-mkmlizer: ║                                                                     ║
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chaiml-gy-exp54-sftlora-64856-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-gy-exp54-sftlora-64856-v2-mkmlizer: ║                                                                     ║
chaiml-gy-exp54-sftlora-64856-v2-mkmlizer: ║  Version: 0.29.15                                                   ║
chaiml-gy-exp54-sftlora-64856-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-gy-exp54-sftlora-64856-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-gy-exp54-sftlora-64856-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-gy-exp54-sftlora-64856-v2-mkmlizer: ║                                                                     ║
chaiml-gy-exp54-sftlora-64856-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-gy-exp54-sftlora-64856-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-gy-exp54-sftlora-64856-v2-mkmlizer: ║                                                                     ║
chaiml-gy-exp54-sftlora-64856-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-gy-exp54-sftlora-64856-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-gy-exp54-sftlora-64856-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-gy-exp54-sftlora-64856-v2-mkmlizer: ║                                                                     ║
chaiml-gy-exp54-sftlora-64856-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-gy-exp54-sftlora-64856-v2-mkmlizer: Downloaded to shared memory in 122.679s
chaiml-gy-exp54-sftlora-64856-v2-mkmlizer: Checking if ChaiML/gy-exp54-sftlora-gy-datamix-v2.5-ep6 already exists in ChaiML
chaiml-gy-exp54-sftlora-64856-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmplqqz0xbr, device:0
chaiml-gy-exp54-sftlora-64856-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-gy-exp54-sftlora-64856-v2-mkmlizer: quantized model in 88.164s
chaiml-gy-exp54-sftlora-64856-v2-mkmlizer: Processed model ChaiML/gy-exp54-sftlora-gy-datamix-v2.5-ep6 in 210.845s
chaiml-gy-exp54-sftlora-64856-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-gy-exp54-sftlora-64856-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-gy-exp54-sftlora-64856-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-gy-exp54-sftlora-64856-v2/nvidia
chaiml-gy-exp54-sftlora-64856-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-gy-exp54-sftlora-64856-v2/nvidia/config.json
chaiml-gy-exp54-sftlora-64856-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-gy-exp54-sftlora-64856-v2/nvidia/special_tokens_map.json
chaiml-gy-exp54-sftlora-64856-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-gy-exp54-sftlora-64856-v2/nvidia/tokenizer_config.json
chaiml-gy-exp54-sftlora-64856-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-gy-exp54-sftlora-64856-v2/nvidia/tokenizer.json
chaiml-gy-exp54-sftlora-64856-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-gy-exp54-sftlora-64856-v2/nvidia/flywheel_model.1.safetensors
chaiml-gy-exp54-sftlora-64856-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-gy-exp54-sftlora-64856-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-gy-exp54-sftlora-64856-v2-mkmlizer completed after 262.94s with status: succeeded
Stopping job with name chaiml-gy-exp54-sftlora-64856-v2-mkmlizer
Pipeline stage MKMLizer completed in 263.64s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-gy-exp54-sftlora-64856-v2
Waiting for inference service chaiml-gy-exp54-sftlora-64856-v2 to be ready
Inference service chaiml-gy-exp54-sftlora-64856-v2 ready after 191.03079533576965s
Pipeline stage MKMLDeployer completed in 191.68s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.9498751163482666s
Received healthy response to inference request in 2.46541690826416s
Received healthy response to inference request in 1.8816993236541748s
Received healthy response to inference request in 2.1075034141540527s
Received healthy response to inference request in 2.138915777206421s
5 requests
0 failed requests
5th percentile: 1.9268601417541504
10th percentile: 1.972020959854126
20th percentile: 2.0623425960540773
30th percentile: 2.1137858867645263
40th percentile: 2.126350831985474
50th percentile: 2.138915777206421
60th percentile: 2.2695162296295166
70th percentile: 2.4001166820526123
80th percentile: 2.5623085498809814
90th percentile: 2.756091833114624
95th percentile: 2.8529834747314453
99th percentile: 2.9304967880249024
mean time: 2.308682107925415
Pipeline stage StressChecker completed in 13.27s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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starting trigger_guanaco_pipeline args=%s
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.80s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.80s
Shutdown handler de-registered
chaiml-gy-exp54-sftlora_64856_v2 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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5555.87s
Shutdown handler de-registered
chaiml-gy-exp54-sftlora_64856_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-gy-exp54-sftlora_64856_v2 status is now torndown due to DeploymentManager action