submission_id: nousresearch-meta-llama-_4939_v3
developer_uid: chai_backend_admin
alignment_samples: 0
best_of: 16
celo_rating: 1211.4
display_name: nousresearch-meta-llama-_4939_v3
formatter: {'memory_template': "<|im_start|>system\n{bot_name}'s Persona: {memory}<|im_end|>\n", 'prompt_template': '<|im_start|>system\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}
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 50, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '<|im_end|>', '<|im_start|>', '\n\n'], 'max_input_tokens': 512, 'best_of': 16, 'max_output_tokens': 64, 'reward_max_token_input': 256}
is_internal_developer: True
language_model: NousResearch/Meta-Llama-3.1-8B-Instruct
max_input_tokens: 512
max_output_tokens: 64
model_architecture: LlamaForCausalLM
model_group: NousResearch/Meta-Llama-
model_name: nousresearch-meta-llama-_4939_v3
model_num_parameters: 8030261248.0
model_repo: NousResearch/Meta-Llama-3.1-8B-Instruct
model_size: 8B
num_battles: 12436
num_wins: 6454
propriety_score: 0.7106976744186047
propriety_total_count: 1075.0
ranking_group: single
reward_formatter: {'bot_template': '{bot_name}: {message}\n', 'memory_template': '', 'prompt_template': '', 'response_template': '{bot_name}:', 'truncate_by_message': False, 'user_template': '{user_name}: {message}\n'}
reward_repo: ChaiML/gpt2_xl_pairwise_89m_step_347634
status: torndown
submission_type: basic
timestamp: 2024-07-25T07:59:03+00:00
us_pacific_date: 2024-07-25
win_ratio: 0.5189771630749437
Download Preference Data
Resubmit model
Running pipeline stage MKMLizer
Starting job with name nousresearch-meta-llama-4939-v3-mkmlizer
Waiting for job on nousresearch-meta-llama-4939-v3-mkmlizer to finish
nousresearch-meta-llama-4939-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
nousresearch-meta-llama-4939-v3-mkmlizer: ║ _____ __ __ ║
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nousresearch-meta-llama-4939-v3-mkmlizer: ║ /___/ ║
nousresearch-meta-llama-4939-v3-mkmlizer: ║ ║
nousresearch-meta-llama-4939-v3-mkmlizer: ║ Version: 0.9.7 ║
nousresearch-meta-llama-4939-v3-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
nousresearch-meta-llama-4939-v3-mkmlizer: ║ https://mk1.ai ║
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nousresearch-meta-llama-4939-v3-mkmlizer: ║ Chai Research Corp. ║
nousresearch-meta-llama-4939-v3-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
nousresearch-meta-llama-4939-v3-mkmlizer: ║ Expiration: 2024-10-15 23:59:59 ║
nousresearch-meta-llama-4939-v3-mkmlizer: ║ ║
nousresearch-meta-llama-4939-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
nousresearch-meta-llama-4939-v3-mkmlizer: Downloaded to shared memory in 37.969s
nousresearch-meta-llama-4939-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmptjzf1py4, device:0
nousresearch-meta-llama-4939-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
nousresearch-meta-llama-4939-v3-mkmlizer: quantized model in 26.046s
nousresearch-meta-llama-4939-v3-mkmlizer: Processed model NousResearch/Meta-Llama-3.1-8B-Instruct in 64.015s
nousresearch-meta-llama-4939-v3-mkmlizer: creating bucket guanaco-mkml-models
nousresearch-meta-llama-4939-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
nousresearch-meta-llama-4939-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/nousresearch-meta-llama-4939-v3
nousresearch-meta-llama-4939-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/nousresearch-meta-llama-4939-v3/config.json
nousresearch-meta-llama-4939-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/nousresearch-meta-llama-4939-v3/special_tokens_map.json
nousresearch-meta-llama-4939-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/nousresearch-meta-llama-4939-v3/tokenizer_config.json
nousresearch-meta-llama-4939-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/nousresearch-meta-llama-4939-v3/tokenizer.json
nousresearch-meta-llama-4939-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/nousresearch-meta-llama-4939-v3/flywheel_model.0.safetensors
nousresearch-meta-llama-4939-v3-mkmlizer: loading reward model from ChaiML/gpt2_xl_pairwise_89m_step_347634
nousresearch-meta-llama-4939-v3-mkmlizer: Loading 0: 0%| | 0/291 [00:00<?, ?it/s] Loading 0: 2%|▏ | 5/291 [00:00<00:07, 36.45it/s] Loading 0: 5%|▍ | 14/291 [00:00<00:05, 48.55it/s] Loading 0: 8%|▊ | 23/291 [00:00<00:05, 53.07it/s] Loading 0: 11%|█ | 31/291 [00:00<00:04, 60.75it/s] Loading 0: 13%|█▎ | 38/291 [00:00<00:04, 56.80it/s] Loading 0: 15%|█▌ | 44/291 [00:00<00:04, 54.37it/s] Loading 0: 17%|█▋ | 50/291 [00:00<00:05, 46.96it/s] Loading 0: 20%|█▉ | 58/291 [00:01<00:04, 54.45it/s] Loading 0: 22%|██▏ | 64/291 [00:01<00:04, 50.90it/s] Loading 0: 24%|██▍ | 70/291 [00:01<00:04, 49.77it/s] Loading 0: 26%|██▌ | 76/291 [00:01<00:04, 52.34it/s] Loading 0: 28%|██▊ | 82/291 [00:01<00:04, 49.56it/s] Loading 0: 30%|███ | 88/291 [00:01<00:05, 35.01it/s] Loading 0: 33%|███▎ | 95/291 [00:02<00:05, 37.29it/s] Loading 0: 36%|███▌ | 104/291 [00:02<00:04, 42.32it/s] Loading 0: 38%|███▊ | 112/291 [00:02<00:03, 49.36it/s] Loading 0: 41%|████ | 118/291 [00:02<00:03, 46.52it/s] Loading 0: 43%|████▎ | 124/291 [00:02<00:03, 47.75it/s] Loading 0: 45%|████▍ | 130/291 [00:02<00:03, 50.53it/s] Loading 0: 47%|████▋ | 136/291 [00:02<00:03, 48.95it/s] Loading 0: 49%|████▉ | 142/291 [00:02<00:02, 49.93it/s] Loading 0: 51%|█████ | 149/291 [00:03<00:03, 46.48it/s] Loading 0: 54%|█████▍ | 157/291 [00:03<00:02, 54.13it/s] Loading 0: 56%|█████▌ | 163/291 [00:03<00:02, 51.90it/s] Loading 0: 58%|█████▊ | 169/291 [00:03<00:02, 52.24it/s] Loading 0: 61%|██████ | 177/291 [00:03<00:02, 53.06it/s] Loading 0: 63%|██████▎ | 183/291 [00:03<00:02, 52.79it/s] Loading 0: 65%|██████▍ | 189/291 [00:04<00:02, 35.09it/s] Loading 0: 67%|██████▋ | 194/291 [00:04<00:02, 37.46it/s] Loading 0: 69%|██████▉ | 202/291 [00:04<00:01, 45.75it/s] Loading 0: 71%|███████▏ | 208/291 [00:04<00:01, 42.99it/s] Loading 0: 73%|███████▎ | 213/291 [00:04<00:01, 43.42it/s] Loading 0: 76%|███████▌ | 220/291 [00:04<00:01, 49.48it/s] Loading 0: 78%|███████▊ | 226/291 [00:04<00:01, 47.58it/s] Loading 0: 80%|███████▉ | 232/291 [00:04<00:01, 48.67it/s] Loading 0: 82%|████████▏ | 239/291 [00:05<00:01, 46.54it/s] Loading 0: 85%|████████▍ | 247/291 [00:05<00:00, 53.81it/s] Loading 0: 87%|████████▋ | 253/291 [00:05<00:00, 51.01it/s] Loading 0: 89%|████████▉ | 259/291 [00:05<00:00, 51.38it/s] Loading 0: 91%|█████████▏| 266/291 [00:05<00:00, 47.44it/s] Loading 0: 94%|█████████▍| 274/291 [00:05<00:00, 54.37it/s] Loading 0: 96%|█████████▌| 280/291 [00:05<00:00, 52.04it/s] Loading 0: 98%|█████████▊| 286/291 [00:05<00:00, 47.53it/s] Loading 0: 100%|██████████| 291/291 [00:11<00:00, 3.52it/s] /opt/conda/lib/python3.10/site-packages/transformers/models/auto/configuration_auto.py:957: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
nousresearch-meta-llama-4939-v3-mkmlizer: warnings.warn(
nousresearch-meta-llama-4939-v3-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/tokenization_auto.py:785: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
nousresearch-meta-llama-4939-v3-mkmlizer: warnings.warn(
nousresearch-meta-llama-4939-v3-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py:469: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
nousresearch-meta-llama-4939-v3-mkmlizer: warnings.warn(
nousresearch-meta-llama-4939-v3-mkmlizer: Downloading shards: 0%| | 0/2 [00:00<?, ?it/s] Downloading shards: 50%|█████ | 1/2 [00:05<00:05, 5.83s/it] Downloading shards: 100%|██████████| 2/2 [00:08<00:00, 4.15s/it] Downloading shards: 100%|██████████| 2/2 [00:08<00:00, 4.40s/it]
nousresearch-meta-llama-4939-v3-mkmlizer: Loading checkpoint shards: 0%| | 0/2 [00:00<?, ?it/s] Loading checkpoint shards: 50%|█████ | 1/2 [00:00<00:00, 2.41it/s] Loading checkpoint shards: 100%|██████████| 2/2 [00:00<00:00, 3.96it/s] Loading checkpoint shards: 100%|██████████| 2/2 [00:00<00:00, 3.61it/s]
nousresearch-meta-llama-4939-v3-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
nousresearch-meta-llama-4939-v3-mkmlizer: Saving duration: 1.359s
nousresearch-meta-llama-4939-v3-mkmlizer: Processed model ChaiML/gpt2_xl_pairwise_89m_step_347634 in 13.696s
nousresearch-meta-llama-4939-v3-mkmlizer: Bucket 's3://guanaco-reward-models/' created
nousresearch-meta-llama-4939-v3-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/nousresearch-meta-llama-4939-v3_reward
nousresearch-meta-llama-4939-v3-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/nousresearch-meta-llama-4939-v3_reward/config.json
nousresearch-meta-llama-4939-v3-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/nousresearch-meta-llama-4939-v3_reward/special_tokens_map.json
nousresearch-meta-llama-4939-v3-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/nousresearch-meta-llama-4939-v3_reward/tokenizer_config.json
nousresearch-meta-llama-4939-v3-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/nousresearch-meta-llama-4939-v3_reward/merges.txt
nousresearch-meta-llama-4939-v3-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/nousresearch-meta-llama-4939-v3_reward/vocab.json
nousresearch-meta-llama-4939-v3-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/nousresearch-meta-llama-4939-v3_reward/tokenizer.json
nousresearch-meta-llama-4939-v3-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/nousresearch-meta-llama-4939-v3_reward/reward.tensors
Job nousresearch-meta-llama-4939-v3-mkmlizer completed after 105.11s with status: succeeded
Stopping job with name nousresearch-meta-llama-4939-v3-mkmlizer
Pipeline stage MKMLizer completed in 106.64s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.11s
Running pipeline stage ISVCDeployer
Creating inference service nousresearch-meta-llama-4939-v3
Waiting for inference service nousresearch-meta-llama-4939-v3 to be ready
Inference service nousresearch-meta-llama-4939-v3 ready after 90.7947461605072s
Pipeline stage ISVCDeployer completed in 92.49s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.480973482131958s
Received healthy response to inference request in 1.4082396030426025s
Received healthy response to inference request in 1.380234956741333s
Received healthy response to inference request in 1.414597988128662s
Received healthy response to inference request in 1.4110839366912842s
5 requests
0 failed requests
5th percentile: 1.385835886001587
10th percentile: 1.3914368152618408
20th percentile: 1.4026386737823486
30th percentile: 1.4088084697723389
40th percentile: 1.4099462032318115
50th percentile: 1.4110839366912842
60th percentile: 1.4124895572662353
70th percentile: 1.4138951778411866
80th percentile: 1.6278730869293214
90th percentile: 2.05442328453064
95th percentile: 2.2676983833312985
99th percentile: 2.438318462371826
mean time: 1.619025993347168
Pipeline stage StressChecker completed in 8.92s
nousresearch-meta-llama-_4939_v3 status is now deployed due to DeploymentManager action
nousresearch-meta-llama-_4939_v3 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of nousresearch-meta-llama-_4939_v3
Running pipeline stage ISVCDeleter
Checking if service nousresearch-meta-llama-4939-v3 is running
Tearing down inference service nousresearch-meta-llama-4939-v3
Service nousresearch-meta-llama-4939-v3 has been torndown
Pipeline stage ISVCDeleter completed in 4.20s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key nousresearch-meta-llama-4939-v3/config.json from bucket guanaco-mkml-models
Deleting key nousresearch-meta-llama-4939-v3/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key nousresearch-meta-llama-4939-v3/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key nousresearch-meta-llama-4939-v3/tokenizer.json from bucket guanaco-mkml-models
Deleting key nousresearch-meta-llama-4939-v3/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key nousresearch-meta-llama-4939-v3_reward/config.json from bucket guanaco-reward-models
Deleting key nousresearch-meta-llama-4939-v3_reward/merges.txt from bucket guanaco-reward-models
Deleting key nousresearch-meta-llama-4939-v3_reward/reward.tensors from bucket guanaco-reward-models
Deleting key nousresearch-meta-llama-4939-v3_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key nousresearch-meta-llama-4939-v3_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key nousresearch-meta-llama-4939-v3_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key nousresearch-meta-llama-4939-v3_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 5.82s
nousresearch-meta-llama-_4939_v3 status is now torndown due to DeploymentManager action

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