chaiml-arli-24b-sft-exp_21852

developer_uid: NischayDnk

submission_id: chaiml-arli-24b-sft-exp_21852_v2

model_name: chaiml-arli-24b-sft-exp_21852_v2

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

status: torndown

timestamp: 2025-04-26T08:57:21+00:00

num_battles: 8935

num_wins: 4518

celo_rating: 1291.92

family_friendly_score: 0.5866

family_friendly_standard_error: 0.0069642004566209895

submission_type: basic

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

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': 0.52889218663859, 'latency_mean': 1.8906766593456268, 'latency_p50': 1.900694489479065, 'latency_p90': 2.0972792387008665}, {'batch_size': 3, 'throughput': 1.085952070305852, 'latency_mean': 2.759006143808365, 'latency_p50': 2.7736533880233765, 'latency_p90': 3.0411100149154664}, {'batch_size': 5, 'throughput': 1.4053324833374503, 'latency_mean': 3.5485724639892577, 'latency_p50': 3.57142174243927, 'latency_p90': 3.989738059043884}, {'batch_size': 6, 'throughput': 1.52648128420834, 'latency_mean': 3.9043781769275667, 'latency_p50': 3.875438690185547, 'latency_p90': 4.3906090497970585}, {'batch_size': 8, 'throughput': 1.6691677894229942, 'latency_mean': 4.75409792304039, 'latency_p50': 4.77598249912262, 'latency_p90': 5.333211278915405}, {'batch_size': 10, 'throughput': 1.760636844948499, 'latency_mean': 5.631398983001709, 'latency_p50': 5.676815509796143, 'latency_p90': 6.325465369224548}]

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

display_name: chaiml-arli-24b-sft-exp_21852_v2

is_internal_developer: False

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

model_size: 24B

ranking_group: single

throughput_3p7s: 1.47

us_pacific_date: 2025-04-26

win_ratio: 0.5056519306099608

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_start|>', '<|im_end|>', '\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-21852-v2-mkmlizer
Waiting for job on chaiml-arli-24b-sft-exp-21852-v2-mkmlizer to finish
chaiml-arli-24b-sft-exp-21852-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-arli-24b-sft-exp-21852-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-arli-24b-sft-exp-21852-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-arli-24b-sft-exp-21852-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-arli-24b-sft-exp-21852-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-arli-24b-sft-exp-21852-v2-mkmlizer: ║       /___/                                                         ║
chaiml-arli-24b-sft-exp-21852-v2-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-21852-v2-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-arli-24b-sft-exp-21852-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-arli-24b-sft-exp-21852-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-arli-24b-sft-exp-21852-v2-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-21852-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-arli-24b-sft-exp-21852-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-arli-24b-sft-exp-21852-v2-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-21852-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-arli-24b-sft-exp-21852-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-arli-24b-sft-exp-21852-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-arli-24b-sft-exp-21852-v2-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-21852-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-arli-24b-sft-exp-21852-v2-mkmlizer: Downloaded to shared memory in 63.400s
chaiml-arli-24b-sft-exp-21852-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpkgy4uir_, device:0
chaiml-arli-24b-sft-exp-21852-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-arli-24b-sft-exp-21852-v2-mkmlizer: quantized model in 54.211s
chaiml-arli-24b-sft-exp-21852-v2-mkmlizer: Processed model ChaiML/arli-24b-sft-exp2-retrysftdata-full in 117.612s
chaiml-arli-24b-sft-exp-21852-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-arli-24b-sft-exp-21852-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-21852-v2
chaiml-arli-24b-sft-exp-21852-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-21852-v2/config.json
chaiml-arli-24b-sft-exp-21852-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-21852-v2/special_tokens_map.json
chaiml-arli-24b-sft-exp-21852-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-21852-v2/tokenizer_config.json
chaiml-arli-24b-sft-exp-21852-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-21852-v2/tokenizer.json
chaiml-arli-24b-sft-exp-21852-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-21852-v2/flywheel_model.1.safetensors
chaiml-arli-24b-sft-exp-21852-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-21852-v2/flywheel_model.0.safetensors
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Job chaiml-arli-24b-sft-exp-21852-v2-mkmlizer completed after 145.49s with status: succeeded
Stopping job with name chaiml-arli-24b-sft-exp-21852-v2-mkmlizer
Pipeline stage MKMLizer completed in 145.94s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-arli-24b-sft-exp-21852-v2
Waiting for inference service chaiml-arli-24b-sft-exp-21852-v2 to be ready
Inference service chaiml-arli-24b-sft-exp-21852-v2 ready after 140.47016072273254s
Pipeline stage MKMLDeployer completed in 140.98s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.871217966079712s
Received healthy response to inference request in 1.9549384117126465s
Received healthy response to inference request in 1.9503655433654785s
Received healthy response to inference request in 2.057966709136963s
Received healthy response to inference request in 2.248429775238037s
5 requests
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5th percentile: 1.951280117034912
10th percentile: 1.9521946907043457
20th percentile: 1.954023838043213
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50th percentile: 2.057966709136963
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70th percentile: 2.2103371620178223
80th percentile: 2.372987413406372
90th percentile: 2.622102689743042
95th percentile: 2.746660327911377
99th percentile: 2.846306438446045
mean time: 2.2165836811065676
Pipeline stage StressChecker completed in 12.50s
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Running pipeline stage OfflineFamilyFriendlyScorer
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