初始化项目，由ModelHub XC社区提供模型
Model: soniox/Soniox-7B-v1.0 Source: Original Platform
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README.md
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README.md
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---
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license: apache-2.0
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---
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# Model Card for Soniox-7B-v1.0
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Soniox 7B is a powerful large language model. Supports English and code with 8K context.
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Matches GPT-4 performance on some benchmarks.
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Built on top of Mistral 7B, enhanced with additional pre-training and fine-tuning for strong problem-solving capabilities.
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Apache 2.0 License.
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For more details, please read our [blog post](https://soniox.com/news/soniox-7B).
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## Usage in Transformers
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The model is available in transformers and can be used as follows:
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```python
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import torch
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from transformers import AutoModelForCausalLM, AutoTokenizer
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model_path = "soniox/Soniox-7B-v1.0"
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model = AutoModelForCausalLM.from_pretrained(model_path, torch_dtype=torch.float16)
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tokenizer = AutoTokenizer.from_pretrained(model_path)
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device = "cuda"
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model.to(device)
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messages = [
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{"role": "user", "content": "12 plus 21?"},
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{"role": "assistant", "content": "33."},
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{"role": "user", "content": "Five minus one?"},
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]
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tok_prompt = tokenizer.apply_chat_template(messages, return_tensors="pt")
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model_inputs = tok_prompt.to(device)
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generated_ids = model.generate(model_inputs, max_new_tokens=1000, do_sample=True)
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decoded = tokenizer.batch_decode(generated_ids)
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print(decoded[0])
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```
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## Inference deployment
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Refer to our [documentation](https://docs.soniox.com) for inference with vLLM and other
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deployment options.
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config.json
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{
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"architectures": [
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"MistralForCausalLM"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 1,
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"eos_token_id": 2,
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"hidden_act": "silu",
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"transformers_version": "4.37.0.dev0",
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"use_cache": true,
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"vocab_size": 32000
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}
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||||
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||||
23
special_tokens_map.json
Normal file
23
special_tokens_map.json
Normal file
@@ -0,0 +1,23 @@
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
91122
tokenizer.json
Normal file
91122
tokenizer.json
Normal file
File diff suppressed because it is too large
Load Diff
BIN
tokenizer.model
(Stored with Git LFS)
Normal file
BIN
tokenizer.model
(Stored with Git LFS)
Normal file
Binary file not shown.
43
tokenizer_config.json
Normal file
43
tokenizer_config.json
Normal file
@@ -0,0 +1,43 @@
|
||||
{
|
||||
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|
||||
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|
||||
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||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
},
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"2": {
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"chat_template": "<s>[CLS:soniox] {% for message in messages %}{% if (message['role'] == 'user') != (loop.index0 % 2 == 0) %}{{ raise_exception('Conversation roles must alternate user/assistant/user/assistant/...') }}{% endif %}{% if message['role'] == 'user' %}{{ '[INST] ' + message['content'] + ' [/INST]' }}{% elif message['role'] == 'assistant' %}{{ message['content'] + eos_token}}{% else %}{{ raise_exception('Only user and assistant roles are supported!') }}{% endif %}{% endfor %}"
|
||||
}
|
||||
Reference in New Issue
Block a user