Instructions to use byteshape/Llama-3.1-8B-Instruct-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use byteshape/Llama-3.1-8B-Instruct-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 byteshape/Llama-3.1-8B-Instruct-GGUF:Q4_K_S
# Run inference directly in the terminal:
llama cli -hf byteshape/Llama-3.1-8B-Instruct-GGUF:Q4_K_S

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf byteshape/Llama-3.1-8B-Instruct-GGUF:Q4_K_S
# Run inference directly in the terminal:
llama cli -hf byteshape/Llama-3.1-8B-Instruct-GGUF:Q4_K_S

Build from source code

git clone https://github.com/ggml-org/llama.cpp.git
cd llama.cpp
cmake -B build
cmake --build build -j --target llama-app
# Start a local OpenAI-compatible server with a web UI:
./build/bin/llama serve -hf byteshape/Llama-3.1-8B-Instruct-GGUF:Q4_K_S
# Run inference directly in the terminal:
./build/bin/llama cli -hf byteshape/Llama-3.1-8B-Instruct-GGUF:Q4_K_S

Use Docker

docker model run hf.co/byteshape/Llama-3.1-8B-Instruct-GGUF:Q4_K_S

Llama new
LM Studio
Jan

vLLM

How to use byteshape/Llama-3.1-8B-Instruct-GGUF with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "byteshape/Llama-3.1-8B-Instruct-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": "byteshape/Llama-3.1-8B-Instruct-GGUF",
		"messages": [
			{
				"role": "user",
				"content": "What is the capital of France?"
			}
		]
	}'

Use Docker

docker model run hf.co/byteshape/Llama-3.1-8B-Instruct-GGUF:Q4_K_S

Ollama
How to use byteshape/Llama-3.1-8B-Instruct-GGUF with Ollama:
```
ollama run hf.co/byteshape/Llama-3.1-8B-Instruct-GGUF:Q4_K_S
```
Unsloth Desktop

How to use byteshape/Llama-3.1-8B-Instruct-GGUF with Pi:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf byteshape/Llama-3.1-8B-Instruct-GGUF:Q4_K_S

Configure the model in Pi

# Install Pi:
npm install -g @earendil-works/pi-coding-agent
# Add to ~/.pi/agent/models.json:
{
  "providers": {
    "llama-cpp": {
      "baseUrl": "http://localhost:8080/v1",
      "api": "openai-completions",
      "apiKey": "none",
      "models": [
        {
          "id": "byteshape/Llama-3.1-8B-Instruct-GGUF:Q4_K_S"
        }
      ]
    }
  }
}

Run Pi

# Start Pi in your project directory:
pi

Docker Model Runner
How to use byteshape/Llama-3.1-8B-Instruct-GGUF with Docker Model Runner:
```
docker model run hf.co/byteshape/Llama-3.1-8B-Instruct-GGUF:Q4_K_S
```

Lemonade

How to use byteshape/Llama-3.1-8B-Instruct-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull byteshape/Llama-3.1-8B-Instruct-GGUF:Q4_K_S

Run and chat with the model

lemonade run user.Llama-3.1-8B-Instruct-GGUF-Q4_K_S

List all available models

lemonade list

Hermes Agent

How to use byteshape/Llama-3.1-8B-Instruct-GGUF with Hermes Agent:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf byteshape/Llama-3.1-8B-Instruct-GGUF:Q4_K_S

Configure Hermes

# Install Hermes:
curl -fsSL https://hermes-agent.nousresearch.com/install.sh | bash
hermes setup
# Point Hermes at the local server:
hermes config set model.provider custom
hermes config set model.base_url http://127.0.0.1:8080/v1
hermes config set model.default byteshape/Llama-3.1-8B-Instruct-GGUF:Q4_K_S

Run Hermes

hermes

Atomic Chat

OpenClaw

How to use byteshape/Llama-3.1-8B-Instruct-GGUF with OpenClaw:

Start the llama.cpp server

# Install llama.cpp:
brew install llama.cpp
# Start a local OpenAI-compatible server:
llama serve -hf byteshape/Llama-3.1-8B-Instruct-GGUF:Q4_K_S

Configure OpenClaw

# Install OpenClaw:
npm install -g openclaw@latest
# Register the local server and set it as the default model:
openclaw onboard --non-interactive --mode local \
  --auth-choice custom-api-key \
  --custom-base-url http://127.0.0.1:8080/v1 \
  --custom-model-id "byteshape/Llama-3.1-8B-Instruct-GGUF:Q4_K_S" \
  --custom-provider-id llama-cpp \
  --custom-compatibility openai \
  --custom-text-input \
  --accept-risk \
  --skip-health

Run OpenClaw

openclaw agent --local --agent main --message "Hello from Hugging Face"

Ali93H commited on Dec 9, 2025

Commit

0d4f4e3

verified ·

1 Parent(s): 5b35a82

Upload folder using huggingface_hub

Browse files

Files changed (20) hide show

.gitattributes +18 -0
Llama-3.1-8B-Instruct-IQ3_S-2.54bpw.gguf +3 -0
Llama-3.1-8B-Instruct-IQ3_S-2.72bpw.gguf +3 -0
Llama-3.1-8B-Instruct-IQ3_S-2.87bpw.gguf +3 -0
Llama-3.1-8B-Instruct-IQ3_S-3.01bpw.gguf +3 -0
Llama-3.1-8B-Instruct-IQ3_S-3.09bpw.gguf +3 -0
Llama-3.1-8B-Instruct-IQ3_S-3.31bpw.gguf +3 -0
Llama-3.1-8B-Instruct-IQ4_XS-3.57bpw.gguf +3 -0
Llama-3.1-8B-Instruct-IQ4_XS-3.94bpw.gguf +3 -0
Llama-3.1-8B-Instruct-IQ4_XS-4.05bpw.gguf +3 -0
Llama-3.1-8B-Instruct-Q3_K_S-2.91bpw.gguf +3 -0
Llama-3.1-8B-Instruct-Q3_K_S-3.06bpw.gguf +3 -0
Llama-3.1-8B-Instruct-Q3_K_S-3.24bpw.gguf +3 -0
Llama-3.1-8B-Instruct-Q3_K_S-3.34bpw.gguf +3 -0
Llama-3.1-8B-Instruct-Q3_K_S-3.41bpw.gguf +3 -0
Llama-3.1-8B-Instruct-Q4_K_S-3.60bpw.gguf +3 -0
Llama-3.1-8B-Instruct-Q4_K_S-3.83bpw.gguf +3 -0
Llama-3.1-8B-Instruct-Q4_K_S-4.21bpw.gguf +3 -0
Llama-3.1-8B-Instruct-Q4_K_S-4.31bpw.gguf +3 -0
README.md +21 -3

.gitattributes CHANGED Viewed

@@ -33,3 +33,21 @@ 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
+Llama-3.1-8B-Instruct-IQ3_S-2.54bpw.gguf filter=lfs diff=lfs merge=lfs -text
+Llama-3.1-8B-Instruct-IQ3_S-2.72bpw.gguf filter=lfs diff=lfs merge=lfs -text
+Llama-3.1-8B-Instruct-IQ3_S-2.87bpw.gguf filter=lfs diff=lfs merge=lfs -text
+Llama-3.1-8B-Instruct-IQ3_S-3.01bpw.gguf filter=lfs diff=lfs merge=lfs -text
+Llama-3.1-8B-Instruct-IQ3_S-3.09bpw.gguf filter=lfs diff=lfs merge=lfs -text
+Llama-3.1-8B-Instruct-IQ3_S-3.31bpw.gguf filter=lfs diff=lfs merge=lfs -text
+Llama-3.1-8B-Instruct-IQ4_XS-3.57bpw.gguf filter=lfs diff=lfs merge=lfs -text
+Llama-3.1-8B-Instruct-IQ4_XS-3.94bpw.gguf filter=lfs diff=lfs merge=lfs -text
+Llama-3.1-8B-Instruct-IQ4_XS-4.05bpw.gguf filter=lfs diff=lfs merge=lfs -text
+Llama-3.1-8B-Instruct-Q3_K_S-2.91bpw.gguf filter=lfs diff=lfs merge=lfs -text
+Llama-3.1-8B-Instruct-Q3_K_S-3.06bpw.gguf filter=lfs diff=lfs merge=lfs -text
+Llama-3.1-8B-Instruct-Q3_K_S-3.24bpw.gguf filter=lfs diff=lfs merge=lfs -text
+Llama-3.1-8B-Instruct-Q3_K_S-3.34bpw.gguf filter=lfs diff=lfs merge=lfs -text
+Llama-3.1-8B-Instruct-Q3_K_S-3.41bpw.gguf filter=lfs diff=lfs merge=lfs -text
+Llama-3.1-8B-Instruct-Q4_K_S-3.60bpw.gguf filter=lfs diff=lfs merge=lfs -text
+Llama-3.1-8B-Instruct-Q4_K_S-3.83bpw.gguf filter=lfs diff=lfs merge=lfs -text
+Llama-3.1-8B-Instruct-Q4_K_S-4.21bpw.gguf filter=lfs diff=lfs merge=lfs -text
+Llama-3.1-8B-Instruct-Q4_K_S-4.31bpw.gguf filter=lfs diff=lfs merge=lfs -text

Llama-3.1-8B-Instruct-IQ3_S-2.54bpw.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:caff2f35d3c9ac8decebaed3274457c8fc3cc44e306283ac637a5f04a7967abd
+size 2556011552

Llama-3.1-8B-Instruct-IQ3_S-2.72bpw.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:ebaa54e8fbf2597902ba6871f71b99233db48547a78821a1ec91d88c0a59c2a9
+size 2739020832

Llama-3.1-8B-Instruct-IQ3_S-2.87bpw.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:6905af05ea34577e6eb440d37dd62bf676fa572551dd69fb8f011ae17703c37c
+size 2893325344

Llama-3.1-8B-Instruct-IQ3_S-3.01bpw.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:1aaa8c9af95e727e606eed485d3a6dca751ee85e533469bd95df03630f0cc35d
+size 3025576992

Llama-3.1-8B-Instruct-IQ3_S-3.09bpw.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:b023b654db76a5931081c48f33d131a6bb8a3d0843ccbcda8bb0bb1bb4d4d2da
+size 3110511648

Llama-3.1-8B-Instruct-IQ3_S-3.31bpw.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:9f4d291c8e3e31487a9e3b926410d2a89cd83405e725b0779787062020e72774
+size 3326805024

Llama-3.1-8B-Instruct-IQ4_XS-3.57bpw.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:a1b043acabf5425436829c69097a5beb54e305f92f8179f70ba4519305374d40
+size 3587540000

Llama-3.1-8B-Instruct-IQ4_XS-3.94bpw.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:67834bf6ad924d35c43efec1338a2d7c525ded0adfe35f72d6518bb429e86478
+size 3958211616

Llama-3.1-8B-Instruct-IQ4_XS-4.05bpw.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:22fbe1f99ef99829dcb614f049284b5302361c92c85712705fa78f43f90dbed7
+size 4069393440

Llama-3.1-8B-Instruct-Q3_K_S-2.91bpw.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:72bd8de63d39d02c35fc3bf382b88895af40720b063a1aec07babb103b700837
+size 2925880352

Llama-3.1-8B-Instruct-Q3_K_S-3.06bpw.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:f0b7a0ee83437c8d7148cf0557912cedafc8211346be3d95aac56f4250ebf2a6
+size 3075007520

Llama-3.1-8B-Instruct-Q3_K_S-3.24bpw.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:1142cbacf04dedb6112f30e49a2f0589e2bdab30d393e9cd9593c439eeb8c836
+size 3255469088

Llama-3.1-8B-Instruct-Q3_K_S-3.34bpw.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:f3086e3a9a29731b151d791e3db120e76dd0613959e5914d0cc4d3f30eacea5f
+size 3364586528

Llama-3.1-8B-Instruct-Q3_K_S-3.41bpw.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:7217ee96f4594d1e134e2e929e283c9029427ec9999a4582ddfd88ffb99297a2
+size 3434480672

Llama-3.1-8B-Instruct-Q4_K_S-3.60bpw.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:694b0a6be599e58578391c8935ac83c9f3ab4c40a5357a5af66e8c2a34d0913b
+size 3625591840

Llama-3.1-8B-Instruct-Q4_K_S-3.83bpw.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:67b0ed84050015d59b26d79638f3e65c980c7f17fda01a0cffe359a2f346cb76
+size 3854935072

Llama-3.1-8B-Instruct-Q4_K_S-4.21bpw.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:1662c950f6614888667ac6616710229a76e69aefa7ab6b98355c7f6d73104131
+size 4230956064

Llama-3.1-8B-Instruct-Q4_K_S-4.31bpw.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:95c14b9a9a3919b29f3c3101c7d932361be9abdc9277dd187093bc4d09ea5543
+size 4329391136

README.md CHANGED Viewed

@@ -1,3 +1,21 @@
----
-license: llama3.1
----

+---
+language:
+- en
+- de
+- fr
+- it
+- pt
+- hi
+- es
+- th
+license: llama3.1
+base_model: meta-llama/Meta-Llama-3.1-8B-Instruct
+pipeline_tag: text-generation
+tags:
+- facebook
+- meta
+- pytorch
+- llama
+- llama-3
+- byteshape
+---