chaiml-arli-24b-sft-exp_26998

developer_uid: NischayDnk

submission_id: chaiml-arli-24b-sft-exp_26998_v1

model_name: chaiml-arli-24b-sft-exp_26998_v1

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

status: torndown

timestamp: 2025-04-26T04:20:37+00:00

num_battles: 8003

num_wins: 4122

celo_rating: 1296.75

family_friendly_score: 0.556

family_friendly_standard_error: 0.007026578114559035

submission_type: basic

model_repo: ChaiML/arli-24b-sft-exp2-combo-retry-ss-grok-3k-sft

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': 0.5393611859168687, 'latency_mean': 1.8539750003814697, 'latency_p50': 1.833899974822998, 'latency_p90': 2.066903257369995}, {'batch_size': 3, 'throughput': 1.0922255290160776, 'latency_mean': 2.7353122901916502, 'latency_p50': 2.7413578033447266, 'latency_p90': 2.9945444107055663}, {'batch_size': 5, 'throughput': 1.4120415297705946, 'latency_mean': 3.5151038813591002, 'latency_p50': 3.5099594593048096, 'latency_p90': 3.9324444770812987}, {'batch_size': 6, 'throughput': 1.5128989072233008, 'latency_mean': 3.9288241839408875, 'latency_p50': 3.9290188550949097, 'latency_p90': 4.412700915336609}, {'batch_size': 8, 'throughput': 1.6779089284644095, 'latency_mean': 4.7262513852119445, 'latency_p50': 4.732486963272095, 'latency_p90': 5.2868243932724}, {'batch_size': 10, 'throughput': 1.7800861746267242, 'latency_mean': 5.576782605648041, 'latency_p50': 5.604713678359985, 'latency_p90': 6.312126231193543}]

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

display_name: chaiml-arli-24b-sft-exp_26998_v1

is_internal_developer: False

language_model: ChaiML/arli-24b-sft-exp2-combo-retry-ss-grok-3k-sft

model_size: 24B

ranking_group: single

throughput_3p7s: 1.47

us_pacific_date: 2025-04-25

win_ratio: 0.5150568536798701

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|>', '\n', '<|im_start|>'], '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
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Running pipeline stage MKMLizer
Starting job with name chaiml-arli-24b-sft-exp-26998-v1-mkmlizer
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chaiml-arli-24b-sft-exp-26998-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-arli-24b-sft-exp-26998-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-arli-24b-sft-exp-26998-v1-mkmlizer: ║       /___/                                                         ║
chaiml-arli-24b-sft-exp-26998-v1-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-26998-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-arli-24b-sft-exp-26998-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-arli-24b-sft-exp-26998-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-arli-24b-sft-exp-26998-v1-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-26998-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-arli-24b-sft-exp-26998-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-arli-24b-sft-exp-26998-v1-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-26998-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-arli-24b-sft-exp-26998-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-arli-24b-sft-exp-26998-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-arli-24b-sft-exp-26998-v1-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-26998-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-arli-24b-sft-exp-26998-v1-mkmlizer: Downloaded to shared memory in 77.954s
chaiml-arli-24b-sft-exp-26998-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp3skarc1w, device:0
chaiml-arli-24b-sft-exp-26998-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Retrying (%r) after connection broken by '%r': %s
chaiml-arli-24b-sft-exp-26998-v1-mkmlizer: quantized model in 53.606s
chaiml-arli-24b-sft-exp-26998-v1-mkmlizer: Processed model ChaiML/arli-24b-sft-exp2-combo-retry-ss-grok-3k-sft in 131.560s
chaiml-arli-24b-sft-exp-26998-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-arli-24b-sft-exp-26998-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-arli-24b-sft-exp-26998-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-26998-v1
chaiml-arli-24b-sft-exp-26998-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-26998-v1/config.json
chaiml-arli-24b-sft-exp-26998-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-26998-v1/special_tokens_map.json
chaiml-arli-24b-sft-exp-26998-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-26998-v1/tokenizer_config.json
chaiml-arli-24b-sft-exp-26998-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-26998-v1/tokenizer.json
chaiml-arli-24b-sft-exp-26998-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-26998-v1/flywheel_model.1.safetensors
chaiml-arli-24b-sft-exp-26998-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-26998-v1/flywheel_model.0.safetensors
Job chaiml-arli-24b-sft-exp-26998-v1-mkmlizer completed after 165.72s with status: succeeded
Stopping job with name chaiml-arli-24b-sft-exp-26998-v1-mkmlizer
Pipeline stage MKMLizer completed in 166.20s
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Inference service chaiml-arli-24b-sft-exp-26998-v1 ready after 140.4545910358429s
Pipeline stage MKMLDeployer completed in 140.96s
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Received healthy response to inference request in 2.7307121753692627s
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Received healthy response to inference request in 1.9156913757324219s
Received healthy response to inference request in 2.1333470344543457s
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5th percentile: 1.9409568309783936
10th percentile: 1.9662222862243652
20th percentile: 2.0167531967163086
30th percentile: 2.0602843284606935
40th percentile: 2.0968156814575196
50th percentile: 2.1333470344543457
60th percentile: 2.1399959564208983
70th percentile: 2.146644878387451
80th percentile: 2.2661179065704347
90th percentile: 2.4984150409698485
95th percentile: 2.6145636081695556
99th percentile: 2.707482461929321
mean time: 2.1943477153778077
Pipeline stage StressChecker completed in 12.33s
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chaiml-arli-24b-sft-exp_26998_v1 status is now torndown due to DeploymentManager action