chaiml-sft-gemma2-28b-v_83370

developer_uid: NischayDnk

submission_id: chaiml-sft-gemma2-28b-v_83370_v5

model_name: chaiml-sft-gemma2-28b-v_83370_v5

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

status: torndown

timestamp: 2025-04-03T15:38:16+00:00

num_battles: 43

num_wins: 24

family_friendly_score: 0.0

family_friendly_standard_error: 0.0

submission_type: basic

model_repo: ChaiML/sft-gemma2-28b-v2-exp1-del12ktop

model_architecture: Gemma2ForCausalLM

model_num_parameters: 28731935232.0

best_of: 1

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.2972182277205494, 'latency_mean': 3.3644703960418703, 'latency_p50': 3.3967604637145996, 'latency_p90': 3.712402844429016}, {'batch_size': 2, 'throughput': 0.47967630568458075, 'latency_mean': 4.161236312389374, 'latency_p50': 4.125921010971069, 'latency_p90': 4.550186991691589}, {'batch_size': 3, 'throughput': 0.642754192791148, 'latency_mean': 4.645341594219207, 'latency_p50': 4.602119326591492, 'latency_p90': 5.188334631919861}, {'batch_size': 4, 'throughput': 0.7641780574752594, 'latency_mean': 5.2142102551460265, 'latency_p50': 5.24214506149292, 'latency_p90': 5.741063022613525}, {'batch_size': 5, 'throughput': 0.8651782166621107, 'latency_mean': 5.747967282533645, 'latency_p50': 5.724665284156799, 'latency_p90': 6.540565872192383}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-sft-gemma2-28b-v_83370_v5

ineligible_reason: num_battles<5000

is_internal_developer: False

language_model: ChaiML/sft-gemma2-28b-v2-exp1-del12ktop

model_size: 29B

ranking_group: single

throughput_3p7s: 0.38

us_pacific_date: 2025-04-03

win_ratio: 0.5581395348837209

generation_params: {'temperature': 0.45, 'top_p': 0.925, 'min_p': 0.05, 'top_k': 60, 'presence_penalty': 0.1, 'frequency_penalty': 0.1, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 1, 'max_output_tokens': 64}

formatter: {'memory_template': '<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '<|im_start|>user\n{prompt}<|im_end|>\n', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n{bot_name}:', '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-v-83370-v5-mkmlizer
Waiting for job on chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer to finish
chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer: ║     _____            __           __                                ║
chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer: ║       /___/                                                         ║
chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer: ║                                                                     ║
chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer: ║                                                                     ║
chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer: ║                                                                     ║
chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer: ║                                                                     ║
chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer: Downloaded to shared memory in 98.007s
chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpkx4s_l1s, device:0
chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer: quantized model in 66.432s
chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer: Processed model ChaiML/sft-gemma2-28b-v2-exp1-del12ktop in 164.439s
chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-sft-gemma2-28b-v-83370-v5
chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-sft-gemma2-28b-v-83370-v5/config.json
chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-sft-gemma2-28b-v-83370-v5/special_tokens_map.json
chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-sft-gemma2-28b-v-83370-v5/tokenizer_config.json
chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.model s3://guanaco-mkml-models/chaiml-sft-gemma2-28b-v-83370-v5/tokenizer.model
chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-sft-gemma2-28b-v-83370-v5/tokenizer.json
chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-sft-gemma2-28b-v-83370-v5/flywheel_model.2.safetensors
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Job chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer completed after 258.05s with status: succeeded
Stopping job with name chaiml-sft-gemma2-28b-v-83370-v5-mkmlizer
Pipeline stage MKMLizer completed in 258.54s
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Creating inference service chaiml-sft-gemma2-28b-v-83370-v5
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Inference service chaiml-sft-gemma2-28b-v-83370-v5 ready after 120.432373046875s
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Running pipeline stage StressChecker
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