chaiml-arli-24b-sft-exp_66039

developer_uid: NischayDnk

submission_id: chaiml-arli-24b-sft-exp_66039_v1

model_name: chaiml-arli-24b-sft-exp_66039_v1

model_group: ChaiML/arli-24b-sft-exp2

status: torndown

timestamp: 2025-04-25T11:56:56+00:00

num_battles: 9360

num_wins: 4662

celo_rating: 1290.45

family_friendly_score: 0.5751999999999999

family_friendly_standard_error: 0.0069906360225661865

submission_type: basic

model_repo: ChaiML/arli-24b-sft-exp2-retrysftdata-top3klexical

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': 0.5266841951724489, 'latency_mean': 1.8986149072647094, 'latency_p50': 1.8982337713241577, 'latency_p90': 2.10464494228363}, {'batch_size': 3, 'throughput': 1.0829894490725633, 'latency_mean': 2.76337815284729, 'latency_p50': 2.769368886947632, 'latency_p90': 3.0458869457244875}, {'batch_size': 5, 'throughput': 1.3916273945574504, 'latency_mean': 3.575976014137268, 'latency_p50': 3.5595526695251465, 'latency_p90': 3.9821350812911986}, {'batch_size': 6, 'throughput': 1.4908546119972463, 'latency_mean': 4.00311751127243, 'latency_p50': 3.9832295179367065, 'latency_p90': 4.535042309761048}, {'batch_size': 8, 'throughput': 1.6217094173550015, 'latency_mean': 4.895368691682815, 'latency_p50': 4.915630459785461, 'latency_p90': 5.498342823982239}, {'batch_size': 10, 'throughput': 1.7108655097525003, 'latency_mean': 5.789156066179276, 'latency_p50': 5.8018752336502075, 'latency_p90': 6.4826525211334225}]

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

display_name: chaiml-arli-24b-sft-exp_66039_v1

is_internal_developer: False

language_model: ChaiML/arli-24b-sft-exp2-retrysftdata-top3klexical

model_size: 24B

ranking_group: single

throughput_3p7s: 1.43

us_pacific_date: 2025-04-25

win_ratio: 0.4980769230769231

generation_params: {'temperature': 0.45, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['<|im_end|>', '<|im_start|>', '\n'], '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': False}

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-arli-24b-sft-exp-66039-v1-mkmlizer
Waiting for job on chaiml-arli-24b-sft-exp-66039-v1-mkmlizer to finish
chaiml-arli-24b-sft-exp-66039-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-arli-24b-sft-exp-66039-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-arli-24b-sft-exp-66039-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-arli-24b-sft-exp-66039-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-arli-24b-sft-exp-66039-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-arli-24b-sft-exp-66039-v1-mkmlizer: ║       /___/                                                         ║
chaiml-arli-24b-sft-exp-66039-v1-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-66039-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-arli-24b-sft-exp-66039-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-arli-24b-sft-exp-66039-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-arli-24b-sft-exp-66039-v1-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-66039-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-arli-24b-sft-exp-66039-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-arli-24b-sft-exp-66039-v1-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-66039-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-arli-24b-sft-exp-66039-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-arli-24b-sft-exp-66039-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-arli-24b-sft-exp-66039-v1-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-66039-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-arli-24b-sft-exp-66039-v1-mkmlizer: Downloaded to shared memory in 77.701s
chaiml-arli-24b-sft-exp-66039-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp7n1or8no, device:0
chaiml-arli-24b-sft-exp-66039-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-arli-24b-sft-exp-66039-v1-mkmlizer: quantized model in 54.245s
chaiml-arli-24b-sft-exp-66039-v1-mkmlizer: Processed model ChaiML/arli-24b-sft-exp2-retrysftdata-top3klexical in 131.947s
chaiml-arli-24b-sft-exp-66039-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-arli-24b-sft-exp-66039-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-arli-24b-sft-exp-66039-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-66039-v1
chaiml-arli-24b-sft-exp-66039-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-66039-v1/config.json
chaiml-arli-24b-sft-exp-66039-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-66039-v1/special_tokens_map.json
chaiml-arli-24b-sft-exp-66039-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-66039-v1/tokenizer_config.json
chaiml-arli-24b-sft-exp-66039-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-66039-v1/tokenizer.json
chaiml-arli-24b-sft-exp-66039-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-66039-v1/flywheel_model.1.safetensors
chaiml-arli-24b-sft-exp-66039-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-66039-v1/flywheel_model.0.safetensors
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Job chaiml-arli-24b-sft-exp-66039-v1-mkmlizer completed after 165.75s with status: succeeded
Stopping job with name chaiml-arli-24b-sft-exp-66039-v1-mkmlizer
Pipeline stage MKMLizer completed in 166.27s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.19s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-arli-24b-sft-exp-66039-v1
Waiting for inference service chaiml-arli-24b-sft-exp-66039-v1 to be ready
Inference service chaiml-arli-24b-sft-exp-66039-v1 ready after 130.43020629882812s
Pipeline stage MKMLDeployer completed in 130.87s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.496016263961792s
Received healthy response to inference request in 2.141493797302246s
Received healthy response to inference request in 2.0279524326324463s
Received healthy response to inference request in 2.174177408218384s
Received healthy response to inference request in 2.160872220993042s
5 requests
0 failed requests
5th percentile: 2.0506607055664063
10th percentile: 2.0733689785003664
20th percentile: 2.118785524368286
30th percentile: 2.1453694820404055
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50th percentile: 2.160872220993042
60th percentile: 2.166194295883179
70th percentile: 2.1715163707733156
80th percentile: 2.2385451793670654
90th percentile: 2.3672807216644287
95th percentile: 2.4316484928131104
99th percentile: 2.4831427097320558
mean time: 2.200102424621582
Pipeline stage StressChecker completed in 12.19s
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Creating inference service chaiml-arli-24b-sft-exp-66039-v1-profiler
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