chaiml-sft-gemma2-28b-v2-_453

developer_uid: NischayDnk

submission_id: chaiml-sft-gemma2-28b-v2-_453_v4

model_name: chaiml-sft-gemma2-28b-v2-_453_v4

model_group: ChaiML/sft-gemma2-28b-v2

status: torndown

timestamp: 2025-04-01T16:02:33+00:00

num_battles: 14

num_wins: 5

family_friendly_score: 0.0

family_friendly_standard_error: 0.0

submission_type: basic

model_repo: ChaiML/sft-gemma2-28b-v2-exp1-del5ktop

model_architecture: Gemma2ForCausalLM

model_num_parameters: 28731935232.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.2747920181238682, 'latency_mean': 3.639025937318802, 'latency_p50': 3.6737970113754272, 'latency_p90': 4.014996743202209}, {'batch_size': 2, 'throughput': 0.4194489956420483, 'latency_mean': 4.748703742027283, 'latency_p50': 4.78442108631134, 'latency_p90': 5.261774468421936}, {'batch_size': 3, 'throughput': 0.5329673889182414, 'latency_mean': 5.605153743028641, 'latency_p50': 5.590205430984497, 'latency_p90': 6.175395393371582}, {'batch_size': 5, 'throughput': 0.6726938959016515, 'latency_mean': 7.400698266029358, 'latency_p50': 7.3747031688690186, 'latency_p90': 8.17700445652008}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-sft-gemma2-28b-v2-_453_v4

ineligible_reason: num_battles<5000

is_internal_developer: False

language_model: ChaiML/sft-gemma2-28b-v2-exp1-del5ktop

model_size: 29B

ranking_group: single

throughput_3p7s: 0.29

us_pacific_date: 2025-04-01

win_ratio: 0.35714285714285715

generation_params: {'temperature': 0.4, 'top_p': 0.925, 'min_p': 0.05, 'top_k': 60, 'presence_penalty': 0.05, 'frequency_penalty': 0.05, 'stopping_words': ['<|im_end|>', '###', 'Me:', '\n', 'You:'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{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-sft-gemma2-28b-v2-453-v4-mkmlizer
Waiting for job on chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer to finish
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: ║     _____            __           __                                ║
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: ║       /___/                                                         ║
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: ║                                                                     ║
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: ║                                                                     ║
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: ║                                                                     ║
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: ║                                                                     ║
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission chaiml-sft-gemma2-28b-v2-_453_v3: HTTPConnectionPool(host='chaiml-sft-gemma2-28b-v2-453-v3-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-sft-gemma2-28b-v2-_453_v3: HTTPConnectionPool(host='chaiml-sft-gemma2-28b-v2-453-v3-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: Downloaded to shared memory in 77.296s
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpd00057zu, device:0
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: quantized model in 67.998s
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: Processed model ChaiML/sft-gemma2-28b-v2-exp1-del5ktop in 145.295s
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-sft-gemma2-28b-v2-453-v4
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-sft-gemma2-28b-v2-453-v4/config.json
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-sft-gemma2-28b-v2-453-v4/special_tokens_map.json
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-sft-gemma2-28b-v2-453-v4/tokenizer_config.json
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.model s3://guanaco-mkml-models/chaiml-sft-gemma2-28b-v2-453-v4/tokenizer.model
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-sft-gemma2-28b-v2-453-v4/tokenizer.json
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-sft-gemma2-28b-v2-453-v4/flywheel_model.2.safetensors
Failed to get response for submission chaiml-sft-gemma2-28b-v2-_453_v3: HTTPConnectionPool(host='chaiml-sft-gemma2-28b-v2-453-v3-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-sft-gemma2-28b-v2-_453_v3: HTTPConnectionPool(host='chaiml-sft-gemma2-28b-v2-453-v3-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-sft-gemma2-28b-v2-453-v4/flywheel_model.0.safetensors
chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-sft-gemma2-28b-v2-453-v4/flywheel_model.1.safetensors
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Job chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer completed after 186.16s with status: succeeded
Stopping job with name chaiml-sft-gemma2-28b-v2-453-v4-mkmlizer
Pipeline stage MKMLizer completed in 186.64s
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Creating inference service chaiml-sft-gemma2-28b-v2-453-v4
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Inference service chaiml-sft-gemma2-28b-v2-453-v4 ready after 120.52935719490051s
Pipeline stage MKMLDeployer completed in 121.11s
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Running pipeline stage StressChecker
Received healthy response to inference request in 4.073578834533691s
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5th percentile: 3.307050275802612
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