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adding llama3 to model docs #4

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Apr 22, 2024
Merged

adding llama3 to model docs #4

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49bcac6
adding llama3 to model docs
jmansdorfer Apr 22, 2024
11b3a59
fixing prompt format
jmansdorfer Apr 22, 2024
5072f9f
removing sqlcoder from model and prompt lists
jmansdorfer Apr 22, 2024
e211ee1
fixing random extra whitespace in llama3 model name
jmansdorfer Apr 22, 2024
f883956
moving llama3 listing to top of model list
jmansdorfer Apr 22, 2024
2710a01
changing llama3 model type
jmansdorfer Apr 22, 2024
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2 changes: 1 addition & 1 deletion fern/docs/pages/models/details.mdx
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Expand Up @@ -20,12 +20,12 @@ Open access models are amazing these days! Each of these models was trained by a

| Model Name | Type | Use Case | Prompt Format | Context Length | More Info |
| ---------------------------- | --------------- | ------------------------------------------------------- | ---------------------------------- | -------------- | ----------------------------------------------------------------------- |
| Meta-Llama-3-8B-Instruct | Chat | Instruction following or chat-like applications | [Llama3](prompts#llama3) | 4096 | [link](https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct) |
| Nous-Hermes-Llama2-13B | Text Generation | Generating output in response to arbitrary instructions | [Alpaca](prompts#alpaca) | 4096 | [link](https://huggingface.co/NousResearch/Nous-Hermes-Llama2-13b) |
| Hermes-2-Pro-Mistral-7B | Chat | Instruction following or chat-like applications | [ChatML](prompts#chatml) | 4096 | [link](https://huggingface.co/NousResearch/Hermes-2-Pro-Mistral-7B) |
| Neural-Chat-7B | Chat | Instruction following or chat-like applications | [Neural Chat](prompts#neural-chat) | 4096 | [link](https://huggingface.co/Intel/neural-chat-7b-v3-1) |
| Yi-34B-Chat | Chat | Instruction following in English or Chinese | [ChatML](prompts#chatml) | 2048 | [link](https://huggingface.co/01-ai/Yi-34B-Chat) |
| deepseek-coder-6.7b-instruct | Code Generation | Generating computer code or answering tech questions | [Deepseek](prompts#deepseek) | 4096 | [link](https://huggingface.co/deepseek-ai/deepseek-coder-6.7b-instruct) |
| sqlcoder-7b-2 | Code Generation | Generating SQL queries from natural language prompts | [SQLCoder](prompts#sqlcoder) | 4096 | [link](https://huggingface.co/defog/sqlcoder-7b-2) |

### Other models available

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27 changes: 10 additions & 17 deletions fern/docs/pages/models/prompts.mdx
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Expand Up @@ -71,23 +71,6 @@ For prompts where context is injected:
<|im_start|>assistant<|im_end|>
```

## SQLCoder

(Replace the portions of the prompt below in curly braces `{...}` with the appropriate information, and do not keep the curly braces)

```
### Task
Generate a SQL query to answer [QUESTION]{user_question}[/QUESTION]

### Database Schema
The query will run on a database with the following schema:
{table_metadata_string_DDL_statements}

### Answer
Given the database schema, here is the SQL query that [QUESTION]{user_question}[/QUESTION]
[SQL]
```

## Deepseek

(Replace the portions of the prompt below in curly braces `{...}` with the appropriate information, and do not keep the curly braces)
Expand All @@ -98,3 +81,13 @@ Given the database schema, here is the SQL query that [QUESTION]{user_question}[
{context or user message}
### Response:
```

## Llama3

(Replace the portions of the prompt below in curly braces `{...}` with the appropriate information, and do not keep the curly braces)

```
<|begin_of_text|><|start_header_id|>system<|end_header_id|>
{system prompt}<|eot_id|><|start_header_id|>user<|end_header_id|>
{context or user message}<|eot_id|><|start_header_id|>assistant<|end_header_id|>
```
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