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authorNate Sesti <33237525+sestinj@users.noreply.github.com>2023-10-09 18:37:27 -0700
committerGitHub <noreply@github.com>2023-10-09 18:37:27 -0700
commitf09150617ed2454f3074bcf93f53aae5ae637d40 (patch)
tree5cfe614a64d921dfe58b049f426d67a8b832c71f /server/continuedev/libs/llm/replicate.py
parent985304a213f620cdff3f8f65f74ed7e3b79be29d (diff)
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Preview (#541)
* Strong typing (#533) * refactor: :recycle: get rid of continuedev.src.continuedev structure * refactor: :recycle: switching back to server folder * feat: :sparkles: make config.py imports shorter * feat: :bookmark: publish as pre-release vscode extension * refactor: :recycle: refactor and add more completion params to ui * build: :building_construction: download from preview S3 * fix: :bug: fix paths * fix: :green_heart: package:pre-release * ci: :green_heart: more time for tests * fix: :green_heart: fix build scripts * fix: :bug: fix import in run.py * fix: :bookmark: update version to try again * ci: 💚 Update package.json version [skip ci] * refactor: :fire: don't check for old extensions version * fix: :bug: small bug fixes * fix: :bug: fix config.py import paths * ci: 💚 Update package.json version [skip ci] * ci: :green_heart: platform-specific builds test #1 * feat: :green_heart: ship with binary * fix: :green_heart: fix copy statement to include.exe for windows * fix: :green_heart: cd extension before packaging * chore: :loud_sound: count tokens generated * fix: :green_heart: remove npm_config_arch * fix: :green_heart: publish as pre-release! * chore: :bookmark: update version * perf: :green_heart: hardcode distro paths * fix: :bug: fix yaml syntax error * chore: :bookmark: update version * fix: :green_heart: update permissions and version * feat: :bug: kill old server if needed * feat: :lipstick: update marketplace icon for pre-release * ci: 💚 Update package.json version [skip ci] * feat: :sparkles: auto-reload for config.py * feat: :wrench: update default config.py imports * feat: :sparkles: codelens in config.py * feat: :sparkles: select model param count from UI * ci: 💚 Update package.json version [skip ci] * feat: :sparkles: more model options, ollama error handling * perf: :zap: don't show server loading immediately * fix: :bug: fixing small UI details * ci: 💚 Update package.json version [skip ci] * feat: :rocket: headers param on LLM class * fix: :bug: fix headers for openai.;y * feat: :sparkles: highlight code on cmd+shift+L * ci: 💚 Update package.json version [skip ci] * feat: :lipstick: sticky top bar in gui.tsx * fix: :loud_sound: websocket logging and horizontal scrollbar * ci: 💚 Update package.json version [skip ci] * feat: :sparkles: allow AzureOpenAI Service through GGML * ci: 💚 Update package.json version [skip ci] * fix: :bug: fix automigration * ci: 💚 Update package.json version [skip ci] * ci: :green_heart: upload binaries in ci, download apple silicon * chore: :fire: remove notes * fix: :green_heart: use curl to download binary * fix: :green_heart: set permissions on apple silicon binary * fix: :green_heart: testing * fix: :green_heart: cleanup file * fix: :green_heart: fix preview.yaml * fix: :green_heart: only upload once per binary * fix: :green_heart: install rosetta * ci: :green_heart: download binary after tests * ci: 💚 Update package.json version [skip ci] * ci: :green_heart: prepare ci for merge to main --------- Co-authored-by: GitHub Action <action@github.com>
Diffstat (limited to 'server/continuedev/libs/llm/replicate.py')
-rw-r--r--server/continuedev/libs/llm/replicate.py78
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diff --git a/server/continuedev/libs/llm/replicate.py b/server/continuedev/libs/llm/replicate.py
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+++ b/server/continuedev/libs/llm/replicate.py
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+import concurrent.futures
+from typing import List
+
+import replicate
+from pydantic import Field
+
+from ...core.main import ChatMessage
+from .base import LLM
+from .prompts.edit import simplified_edit_prompt
+
+
+class ReplicateLLM(LLM):
+ """
+ Replicate is a great option for newly released language models or models that you've deployed through their platform. Sign up for an account [here](https://replicate.ai/), copy your API key, and then select any model from the [Replicate Streaming List](https://replicate.com/collections/streaming-language-models). Change `~/.continue/config.py` to look like this:
+
+ ```python title="~/.continue/config.py"
+ from continuedev.core.models import Models
+ from continuedev.libs.llm.replicate import ReplicateLLM
+
+ config = ContinueConfig(
+ ...
+ models=Models(
+ default=ReplicateLLM(
+ model="replicate/codellama-13b-instruct:da5676342de1a5a335b848383af297f592b816b950a43d251a0a9edd0113604b",
+ api_key="my-replicate-api-key")
+ )
+ )
+ ```
+
+ If you don't specify the `model` parameter, it will default to `replicate/llama-2-70b-chat:58d078176e02c219e11eb4da5a02a7830a283b14cf8f94537af893ccff5ee781`.
+ """
+
+ api_key: str = Field(..., description="Replicate API key")
+
+ model: str = "replicate/llama-2-70b-chat:58d078176e02c219e11eb4da5a02a7830a283b14cf8f94537af893ccff5ee781"
+
+ _client: replicate.Client = None
+
+ prompt_templates = {
+ "edit": simplified_edit_prompt,
+ }
+
+ async def start(self, **kwargs):
+ await super().start(**kwargs)
+ self._client = replicate.Client(api_token=self.api_key)
+
+ async def _complete(self, prompt: str, options):
+ def helper():
+ output = self._client.run(
+ self.model, input={"message": prompt, "prompt": prompt}
+ )
+ completion = ""
+ for item in output:
+ completion += item
+
+ return completion
+
+ with concurrent.futures.ThreadPoolExecutor() as executor:
+ future = executor.submit(helper)
+ completion = future.result()
+
+ return completion
+
+ async def _stream_complete(self, prompt, options):
+ for item in self._client.run(
+ self.model, input={"message": prompt, "prompt": prompt}
+ ):
+ yield item
+
+ async def _stream_chat(self, messages: List[ChatMessage], options):
+ for item in self._client.run(
+ self.model,
+ input={
+ "message": messages[-1]["content"],
+ "prompt": messages[-1]["content"],
+ },
+ ):
+ yield {"content": item, "role": "assistant"}