Instructions to use second-state/Yi-Coder-9B-Chat-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use second-state/Yi-Coder-9B-Chat-GGUF with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="second-state/Yi-Coder-9B-Chat-GGUF",
	filename="Yi-Coder-9B-Chat-Q2_K.gguf",
)

llm.create_chat_completion(
	messages = [
		{
			"role": "user",
			"content": "What is the capital of France?"
		}
	]
)

Notebooks
Google Colab
Kaggle
Local Apps

llama.cpp

How to use second-state/Yi-Coder-9B-Chat-GGUF with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf second-state/Yi-Coder-9B-Chat-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf second-state/Yi-Coder-9B-Chat-GGUF:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf second-state/Yi-Coder-9B-Chat-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf second-state/Yi-Coder-9B-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 second-state/Yi-Coder-9B-Chat-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf second-state/Yi-Coder-9B-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 second-state/Yi-Coder-9B-Chat-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf second-state/Yi-Coder-9B-Chat-GGUF:Q4_K_M

Use Docker

docker model run hf.co/second-state/Yi-Coder-9B-Chat-GGUF:Q4_K_M

LM Studio
Jan

vLLM

How to use second-state/Yi-Coder-9B-Chat-GGUF with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "second-state/Yi-Coder-9B-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": "second-state/Yi-Coder-9B-Chat-GGUF",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/second-state/Yi-Coder-9B-Chat-GGUF:Q4_K_M

Ollama
How to use second-state/Yi-Coder-9B-Chat-GGUF with Ollama:
```
ollama run hf.co/second-state/Yi-Coder-9B-Chat-GGUF:Q4_K_M
```

Unsloth Studio new

How to use second-state/Yi-Coder-9B-Chat-GGUF with Unsloth Studio:

Install Unsloth Studio (macOS, Linux, WSL)

curl -fsSL https://unsloth.ai/install.sh | sh
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for second-state/Yi-Coder-9B-Chat-GGUF to start chatting

Install Unsloth Studio (Windows)

irm https://unsloth.ai/install.ps1 | iex
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for second-state/Yi-Coder-9B-Chat-GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for second-state/Yi-Coder-9B-Chat-GGUF to start chatting

Docker Model Runner
How to use second-state/Yi-Coder-9B-Chat-GGUF with Docker Model Runner:
```
docker model run hf.co/second-state/Yi-Coder-9B-Chat-GGUF:Q4_K_M
```

Lemonade

How to use second-state/Yi-Coder-9B-Chat-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull second-state/Yi-Coder-9B-Chat-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.Yi-Coder-9B-Chat-GGUF-Q4_K_M

List all available models

lemonade list

apepkuss79 commited on Sep 5, 2024

Commit

2bbbd2d

verified ·

1 Parent(s): 15c3dce

Update models

Browse files

Files changed (14) hide show

Yi-Coder-9B-Chat-Q2_K.gguf +1 -1
Yi-Coder-9B-Chat-Q3_K_L.gguf +1 -1
Yi-Coder-9B-Chat-Q3_K_M.gguf +1 -1
Yi-Coder-9B-Chat-Q3_K_S.gguf +1 -1
Yi-Coder-9B-Chat-Q4_0.gguf +1 -1
Yi-Coder-9B-Chat-Q4_K_M.gguf +1 -1
Yi-Coder-9B-Chat-Q4_K_S.gguf +1 -1
Yi-Coder-9B-Chat-Q5_0.gguf +1 -1
Yi-Coder-9B-Chat-Q5_K_M.gguf +1 -1
Yi-Coder-9B-Chat-Q5_K_S.gguf +1 -1
Yi-Coder-9B-Chat-Q6_K.gguf +1 -1
Yi-Coder-9B-Chat-Q8_0.gguf +1 -1
Yi-Coder-9B-Chat-f16.gguf +1 -1
config.json +1 -1

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:7c0226f35ecdf0c3a1f2bf3ff5b33fb234239bfde22ba814d0d0a6439db33150
 size 3354325536

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:151599926ed2cd3d9caabc564cef8c9a9affc9ef297de7315fd7d069e77e7f4a
 size 4690752032

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:3b1e4e9e7d23743c183e10e2517d804873d1de708e72f7d2f65796b3752fabc7
 size 4324405792

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:f78c4866da2886cb6ca86d938598cd6946a935066bd004bf61764ed1bcb232fd
 size 3899208224

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:997f1937cf6177dadf7035ffacd9e05b6b2368c8e1421307d7b6d6f602025ded
 size 5036995104

 version https://git-lfs.github.com/spec/v1
+oid sha256:436d1a32cf83c76bbc37675db0d472e8f7fa66c1f212c48053e1efc4b3d8faa5
 size 5328957984

 version https://git-lfs.github.com/spec/v1
+oid sha256:2b096b2af0de42c00b31b62dbecf22095af6671a33f02ee1f65576d5434d1593
 size 5071860256

 version https://git-lfs.github.com/spec/v1
+oid sha256:b1242d01cfa2655c5e948e6d2b428c5f5b8ad3d2d406e1641d879245529a83fa
 size 6107853344

 version https://git-lfs.github.com/spec/v1
+oid sha256:a687726abd739071d17314e1066d680eb25f23696f7789768953c8e19846de0e
 size 6258258464

 version https://git-lfs.github.com/spec/v1
+oid sha256:432b7e52d5f2b53bf434bfbc0e3760b0ced128b8f5c0a9a6bf152ff345a32abc
 size 7245640224

 version https://git-lfs.github.com/spec/v1
+oid sha256:23b4408c9a621bc563ed9f998a7929776ba50f5102ed2c2436b2f917404b05e7
 size 9383916064

 version https://git-lfs.github.com/spec/v1
+oid sha256:9e5cbceaeb02138bbdfd8d1fc2e28b71abf52d54c01181197d5c856dc8287886
 size 17661112864

@@ -5,7 +5,7 @@
   "attention_bias": false,
   "attention_dropout": 0.0,
   "bos_token_id": 1,
-  "eos_token_id": 2,
   "hidden_act": "silu",
   "hidden_size": 4096,
   "initializer_range": 0.02,