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Diffstat (limited to 'server/continuedev/libs/llm/together.py')
-rw-r--r-- | server/continuedev/libs/llm/together.py | 125 |
1 files changed, 0 insertions, 125 deletions
diff --git a/server/continuedev/libs/llm/together.py b/server/continuedev/libs/llm/together.py deleted file mode 100644 index 35b3a424..00000000 --- a/server/continuedev/libs/llm/together.py +++ /dev/null @@ -1,125 +0,0 @@ -import json -from typing import Callable - -import aiohttp -from pydantic import Field - -from ...core.main import ContinueCustomException -from ..util.logging import logger -from .base import LLM -from .prompts.chat import llama2_template_messages -from .prompts.edit import simplified_edit_prompt - - -class TogetherLLM(LLM): - """ - The Together API is a cloud platform for running large AI models. You can sign up [here](https://api.together.xyz/signup), copy your API key on the initial welcome screen, and then hit the play button on any model from the [Together Models list](https://docs.together.ai/docs/models-inference). Change `~/.continue/config.py` to look like this: - - ```python title="~/.continue/config.py" - from continuedev.core.models import Models - from continuedev.libs.llm.together import TogetherLLM - - config = ContinueConfig( - ... - models=Models( - default=TogetherLLM( - api_key="<API_KEY>", - model="togethercomputer/llama-2-13b-chat" - ) - ) - ) - ``` - """ - - api_key: str = Field(..., description="Together API key") - - model: str = "togethercomputer/RedPajama-INCITE-7B-Instruct" - base_url: str = Field( - "https://api.together.xyz", - description="The base URL for your Together API instance", - ) - - _client_session: aiohttp.ClientSession = None - - template_messages: Callable = llama2_template_messages - - prompt_templates = { - "edit": simplified_edit_prompt, - } - - async def start(self, **kwargs): - await super().start(**kwargs) - self._client_session = aiohttp.ClientSession( - connector=aiohttp.TCPConnector(verify_ssl=self.verify_ssl), - timeout=aiohttp.ClientTimeout(total=self.timeout), - ) - - async def stop(self): - await self._client_session.close() - - async def _stream_complete(self, prompt, options): - args = self.collect_args(options) - - async with self._client_session.post( - f"{self.base_url}/inference", - json={ - "prompt": prompt, - "stream_tokens": True, - **args, - }, - headers={"Authorization": f"Bearer {self.api_key}"}, - proxy=self.proxy, - ) as resp: - async for line in resp.content.iter_chunks(): - if line[1]: - json_chunk = line[0].decode("utf-8") - if json_chunk.startswith(": ping - ") or json_chunk.startswith( - "data: [DONE]" - ): - continue - - chunks = json_chunk.split("\n") - for chunk in chunks: - if chunk.strip() != "": - if chunk.startswith("data: "): - chunk = chunk[6:] - if chunk == "[DONE]": - break - try: - json_chunk = json.loads(chunk) - except Exception as e: - logger.warning(f"Invalid JSON chunk: {chunk}\n\n{e}") - continue - if "choices" in json_chunk: - yield json_chunk["choices"][0]["text"] - - async def _complete(self, prompt: str, options): - args = self.collect_args(options) - - async with self._client_session.post( - f"{self.base_url}/inference", - json={"prompt": prompt, **args}, - headers={"Authorization": f"Bearer {self.api_key}"}, - proxy=self.proxy, - ) as resp: - text = await resp.text() - j = json.loads(text) - try: - if "choices" not in j["output"]: - raise Exception(text) - if "output" in j: - return j["output"]["choices"][0]["text"] - except Exception as e: - j = await resp.json() - if "error" in j: - if j["error"].startswith("invalid hexlify value"): - raise ContinueCustomException( - message=f"Invalid Together API key:\n\n{j['error']}", - title="Together API Error", - ) - else: - raise ContinueCustomException( - message=j["error"], title="Together API Error" - ) - - raise e |