Instructions to use MaziyarPanahi/Yi-1.5-34B-Chat-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use MaziyarPanahi/Yi-1.5-34B-Chat-GGUF with Transformers:

# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("text-generation", model="MaziyarPanahi/Yi-1.5-34B-Chat-GGUF")
messages = [
    {"role": "user", "content": "Who are you?"},
]
pipe(messages)

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("MaziyarPanahi/Yi-1.5-34B-Chat-GGUF", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use MaziyarPanahi/Yi-1.5-34B-Chat-GGUF with llama.cpp:

Install (macOS, Linux)

curl -LsSf https://llama.app/install.sh | sh
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf MaziyarPanahi/Yi-1.5-34B-Chat-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf MaziyarPanahi/Yi-1.5-34B-Chat-GGUF:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf MaziyarPanahi/Yi-1.5-34B-Chat-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf MaziyarPanahi/Yi-1.5-34B-Chat-GGUF:Q4_K_M

Use pre-built binary

# Download pre-built binary from:
# https://github.com/ggerganov/llama.cpp/releases
# Start a local OpenAI-compatible server with a web UI:
./llama-server -hf MaziyarPanahi/Yi-1.5-34B-Chat-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf MaziyarPanahi/Yi-1.5-34B-Chat-GGUF:Q4_K_M

Build from source code

git clone https://github.com/ggerganov/llama.cpp.git
cd llama.cpp
cmake -B build
cmake --build build -j --target llama-server llama-cli
# Start a local OpenAI-compatible server with a web UI:
./build/bin/llama-server -hf MaziyarPanahi/Yi-1.5-34B-Chat-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf MaziyarPanahi/Yi-1.5-34B-Chat-GGUF:Q4_K_M

Use Docker

docker model run hf.co/MaziyarPanahi/Yi-1.5-34B-Chat-GGUF:Q4_K_M

LM Studio
Jan

vLLM

How to use MaziyarPanahi/Yi-1.5-34B-Chat-GGUF with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "MaziyarPanahi/Yi-1.5-34B-Chat-GGUF"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "MaziyarPanahi/Yi-1.5-34B-Chat-GGUF",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/MaziyarPanahi/Yi-1.5-34B-Chat-GGUF:Q4_K_M

SGLang

How to use MaziyarPanahi/Yi-1.5-34B-Chat-GGUF with SGLang:

Install from pip and serve model

# Install SGLang from pip:
pip install sglang
# Start the SGLang server:
python3 -m sglang.launch_server \
    --model-path "MaziyarPanahi/Yi-1.5-34B-Chat-GGUF" \
    --host 0.0.0.0 \
    --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "MaziyarPanahi/Yi-1.5-34B-Chat-GGUF",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker images

docker run --gpus all \
    --shm-size 32g \
    -p 30000:30000 \
    -v ~/.cache/huggingface:/root/.cache/huggingface \
    --env "HF_TOKEN=<secret>" \
    --ipc=host \
    lmsysorg/sglang:latest \
    python3 -m sglang.launch_server \
        --model-path "MaziyarPanahi/Yi-1.5-34B-Chat-GGUF" \
        --host 0.0.0.0 \
        --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "MaziyarPanahi/Yi-1.5-34B-Chat-GGUF",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Ollama
How to use MaziyarPanahi/Yi-1.5-34B-Chat-GGUF with Ollama:
```
ollama run hf.co/MaziyarPanahi/Yi-1.5-34B-Chat-GGUF:Q4_K_M
```
Unsloth Desktop
Docker Model Runner
How to use MaziyarPanahi/Yi-1.5-34B-Chat-GGUF with Docker Model Runner:
```
docker model run hf.co/MaziyarPanahi/Yi-1.5-34B-Chat-GGUF:Q4_K_M
```

Lemonade

How to use MaziyarPanahi/Yi-1.5-34B-Chat-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull MaziyarPanahi/Yi-1.5-34B-Chat-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.Yi-1.5-34B-Chat-GGUF-Q4_K_M

List all available models

lemonade list

Atomic Chat

MaziyarPanahi commited on May 12, 2024

Commit

4c7591e

verified ·

1 Parent(s): 795de63

Upload folder using huggingface_hub (#1)

Browse files

- 1bbff05b7c337d407bcb7634e37cbf941130f8c501b96000056910b1e0888eef (b4e90d1272ac1a6783148ee392a63370dde8d7d3)
- 284e7d53b5405c08309be57d072ac11fba8c611c8c4237c219ef52c5c195e5e4 (1b0ae725c660b26035c56bf89a44c8fca568dd60)
- e1b7eb531cfca3fd847a542d74d0d2be4174f02b923b1a18729de18cb96e6856 (bd8c728e8941f469b2821dec9730dae1bdb07d19)
- ac5119a0a14f39080769fef084c2dd35126d61bc6aff956635cba8deb17de8cb (8cbd1d3f3a831e3eadf14db46e0af3aa7f1c998b)
- 7accf6520999f910ca532c02d5dd0ba128ff3cfa4e22c28be8f58a8520644a64 (b91c28055c7f734686eecc24c4e1ba749f6ae3e7)
- 9cb9a3eb881d97ae4e0461719151202399ccfd225c0930bfccdd7b4a985c3892 (693621b9335fd4182f75ffc33962975b64aa0467)
- 9ef20bff20561509fc6bc088eb9c6a0f9398b170b9e8ea869efb5f84b2c211b6 (dbadd3ddb427dee3d59b03b273c0a546b9044b74)
- 26064443a582714934d1c682ce4c320959137640ae3daf4c8c217bc165e5b665 (eaf0b5de44593ca7dd1227f10a6dd8720b92d12e)
- e3f627a9e4848666239b46f89dff1a3ab070d2be506a9d448bcb8cca1bf834b0 (5d04ed72e506e8fac5c9f6474b1ac4d3e40ac863)
- 4f55b52796fed7b0eb73503499557b2e6664cd4080ed2f20890a7a2eda14d9fc (744c805a0fe5ec0ebb69a22d75a27ffb6683fd09)

Files changed (11) hide show

.gitattributes +9 -0
README.md +57 -0
Yi-1.5-34B-Chat.Q2_K.gguf +3 -0
Yi-1.5-34B-Chat.Q3_K_L.gguf +3 -0
Yi-1.5-34B-Chat.Q3_K_M.gguf +3 -0
Yi-1.5-34B-Chat.Q3_K_S.gguf +3 -0
Yi-1.5-34B-Chat.Q4_K_M.gguf +3 -0
Yi-1.5-34B-Chat.Q4_K_S.gguf +3 -0
Yi-1.5-34B-Chat.Q5_K_M.gguf +3 -0
Yi-1.5-34B-Chat.Q5_K_S.gguf +3 -0
Yi-1.5-34B-Chat.Q6_K.gguf +3 -0

.gitattributes CHANGED Viewed

@@ -33,3 +33,12 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text

 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+Yi-1.5-34B-Chat.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+Yi-1.5-34B-Chat.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+Yi-1.5-34B-Chat.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Yi-1.5-34B-Chat.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Yi-1.5-34B-Chat.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Yi-1.5-34B-Chat.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Yi-1.5-34B-Chat.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+Yi-1.5-34B-Chat.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+Yi-1.5-34B-Chat.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text

README.md ADDED Viewed

	@@ -0,0 +1,57 @@

+---
+tags:
+- quantized
+- 2-bit
+- 3-bit
+- 4-bit
+- 5-bit
+- 6-bit
+- 8-bit
+- GGUF
+- transformers
+- safetensors
+- gguf
+- llama
+- text-generation
+- conversational
+- arxiv:2403.04652
+- license:apache-2.0
+- autotrain_compatible
+- endpoints_compatible
+- text-generation-inference
+- region:us
+- text-generation
+model_name: Yi-1.5-34B-Chat-GGUF
+base_model: 01-ai/Yi-1.5-34B-Chat
+inference: false
+model_creator: 01-ai
+pipeline_tag: text-generation
+quantized_by: MaziyarPanahi
+---
+# [MaziyarPanahi/Yi-1.5-34B-Chat-GGUF](https://huggingface.co/MaziyarPanahi/Yi-1.5-34B-Chat-GGUF)
+- Model creator: [01-ai](https://huggingface.co/01-ai)
+- Original model: [01-ai/Yi-1.5-34B-Chat](https://huggingface.co/01-ai/Yi-1.5-34B-Chat)
+## Description
+[MaziyarPanahi/Yi-1.5-34B-Chat-GGUF](https://huggingface.co/MaziyarPanahi/Yi-1.5-34B-Chat-GGUF) contains GGUF format model files for [01-ai/Yi-1.5-34B-Chat](https://huggingface.co/01-ai/Yi-1.5-34B-Chat).
+### About GGUF
+GGUF is a new format introduced by the llama.cpp team on August 21st 2023. It is a replacement for GGML, which is no longer supported by llama.cpp.
+Here is an incomplete list of clients and libraries that are known to support GGUF:
+* [llama.cpp](https://github.com/ggerganov/llama.cpp). The source project for GGUF. Offers a CLI and a server option.
+* [llama-cpp-python](https://github.com/abetlen/llama-cpp-python), a Python library with GPU accel, LangChain support, and OpenAI-compatible API server.
+* [LM Studio](https://lmstudio.ai/), an easy-to-use and powerful local GUI for Windows and macOS (Silicon), with GPU acceleration. Linux available, in beta as of 27/11/2023.
+* [text-generation-webui](https://github.com/oobabooga/text-generation-webui), the most widely used web UI, with many features and powerful extensions. Supports GPU acceleration.
+* [KoboldCpp](https://github.com/LostRuins/koboldcpp), a fully featured web UI, with GPU accel across all platforms and GPU architectures. Especially good for story telling.
+* [GPT4All](https://gpt4all.io/index.html), a free and open source local running GUI, supporting Windows, Linux and macOS with full GPU accel.
+* [LoLLMS Web UI](https://github.com/ParisNeo/lollms-webui), a great web UI with many interesting and unique features, including a full model library for easy model selection.
+* [Faraday.dev](https://faraday.dev/), an attractive and easy to use character-based chat GUI for Windows and macOS (both Silicon and Intel), with GPU acceleration.
+* [candle](https://github.com/huggingface/candle), a Rust ML framework with a focus on performance, including GPU support, and ease of use.
+* [ctransformers](https://github.com/marella/ctransformers), a Python library with GPU accel, LangChain support, and OpenAI-compatible AI server. Note, as of time of writing (November 27th 2023), ctransformers has not been updated in a long time and does not support many recent models.
+## Special thanks
+🙏 Special thanks to [Georgi Gerganov](https://github.com/ggerganov) and the whole team working on [llama.cpp](https://github.com/ggerganov/llama.cpp/) for making all of this possible.

Yi-1.5-34B-Chat.Q2_K.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:939b66e96c9b72ad04c6c199de2bf80258042fc47d79c6554803a263abf01ebd
+size 12825233984

Yi-1.5-34B-Chat.Q3_K_L.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:3e8f028dac91c9f421ea26eb88a83f793b4a6740d4260a28ac47a92abd171db1
+size 18139445824

Yi-1.5-34B-Chat.Q3_K_M.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:8cc77c5de5b9451572009ac0939fedb9b2ea3ece30982358aa3108439e483f7c
+size 16654924352

Yi-1.5-34B-Chat.Q3_K_S.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:8bcedb0c8db202fad1fb66223347b8de092e16aaebd40ad120996877affc0de9
+size 14960294464

Yi-1.5-34B-Chat.Q4_K_M.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:ad9defca17925c4242aad2ad529e71d38d3cab3716e195938e8fa7f2190ac445
+size 20658711104

Yi-1.5-34B-Chat.Q4_K_S.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:be9d79d87a092c226dba86f9635b98eea48b1fd300c6f7e7039d13950c2d571d
+size 19598649920

Yi-1.5-34B-Chat.Q5_K_M.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:2a0055af1b0c7acbb309e6610c5db788f2d2ee79b01a5930b4242b27c08b8b1e
+size 24321845824

Yi-1.5-34B-Chat.Q5_K_S.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:231c61c06fc97727faddc514502bac32b654226d53201db8598116e8f7df1ae0
+size 23707691584

Yi-1.5-34B-Chat.Q6_K.gguf ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:46b922e1d878c20bf8e734e58a2c2e86004e6cbee8ac411fe4ec9f07177db515
+size 28213926464