Instructions to use featherless-ai-quants/yam-peleg-Experiment27-7B-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use featherless-ai-quants/yam-peleg-Experiment27-7B-GGUF with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="featherless-ai-quants/yam-peleg-Experiment27-7B-GGUF",
	filename="yam-peleg-Experiment27-7B-IQ4_XS.gguf",
)

output = llm(
	"Once upon a time,",
	max_tokens=512,
	echo=True
)
print(output)

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use featherless-ai-quants/yam-peleg-Experiment27-7B-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 featherless-ai-quants/yam-peleg-Experiment27-7B-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf featherless-ai-quants/yam-peleg-Experiment27-7B-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 featherless-ai-quants/yam-peleg-Experiment27-7B-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf featherless-ai-quants/yam-peleg-Experiment27-7B-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 featherless-ai-quants/yam-peleg-Experiment27-7B-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf featherless-ai-quants/yam-peleg-Experiment27-7B-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 featherless-ai-quants/yam-peleg-Experiment27-7B-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf featherless-ai-quants/yam-peleg-Experiment27-7B-GGUF:Q4_K_M

Use Docker

docker model run hf.co/featherless-ai-quants/yam-peleg-Experiment27-7B-GGUF:Q4_K_M

LM Studio
Jan

vLLM

How to use featherless-ai-quants/yam-peleg-Experiment27-7B-GGUF with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "featherless-ai-quants/yam-peleg-Experiment27-7B-GGUF"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "featherless-ai-quants/yam-peleg-Experiment27-7B-GGUF",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/featherless-ai-quants/yam-peleg-Experiment27-7B-GGUF:Q4_K_M

Ollama
How to use featherless-ai-quants/yam-peleg-Experiment27-7B-GGUF with Ollama:
```
ollama run hf.co/featherless-ai-quants/yam-peleg-Experiment27-7B-GGUF:Q4_K_M
```

Unsloth Studio

How to use featherless-ai-quants/yam-peleg-Experiment27-7B-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 featherless-ai-quants/yam-peleg-Experiment27-7B-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 featherless-ai-quants/yam-peleg-Experiment27-7B-GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for featherless-ai-quants/yam-peleg-Experiment27-7B-GGUF to start chatting

Atomic Chat new
Docker Model Runner
How to use featherless-ai-quants/yam-peleg-Experiment27-7B-GGUF with Docker Model Runner:
```
docker model run hf.co/featherless-ai-quants/yam-peleg-Experiment27-7B-GGUF:Q4_K_M
```

Lemonade

How to use featherless-ai-quants/yam-peleg-Experiment27-7B-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull featherless-ai-quants/yam-peleg-Experiment27-7B-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.yam-peleg-Experiment27-7B-GGUF-Q4_K_M

List all available models

lemonade list

m8than commited on Nov 12, 2024

Commit

44c4db3

verified ·

1 Parent(s): e07318e

Upload folder using huggingface_hub

Browse files

Files changed (14) hide show

.gitattributes +12 -0
README.md +47 -0
featherless-quants.png +3 -0
yam-peleg-Experiment27-7B-IQ4_XS.gguf +3 -0
yam-peleg-Experiment27-7B-Q2_K.gguf +3 -0
yam-peleg-Experiment27-7B-Q3_K_L.gguf +3 -0
yam-peleg-Experiment27-7B-Q3_K_M.gguf +3 -0
yam-peleg-Experiment27-7B-Q3_K_S.gguf +3 -0
yam-peleg-Experiment27-7B-Q4_K_M.gguf +3 -0
yam-peleg-Experiment27-7B-Q4_K_S.gguf +3 -0
yam-peleg-Experiment27-7B-Q5_K_M.gguf +3 -0
yam-peleg-Experiment27-7B-Q5_K_S.gguf +3 -0
yam-peleg-Experiment27-7B-Q6_K.gguf +3 -0
yam-peleg-Experiment27-7B-Q8_0.gguf +3 -0

.gitattributes CHANGED Viewed

@@ -33,3 +33,15 @@ 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
+featherless-quants.png filter=lfs diff=lfs merge=lfs -text
+yam-peleg-Experiment27-7B-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
+yam-peleg-Experiment27-7B-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+yam-peleg-Experiment27-7B-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+yam-peleg-Experiment27-7B-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+yam-peleg-Experiment27-7B-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+yam-peleg-Experiment27-7B-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+yam-peleg-Experiment27-7B-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+yam-peleg-Experiment27-7B-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+yam-peleg-Experiment27-7B-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+yam-peleg-Experiment27-7B-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
+yam-peleg-Experiment27-7B-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text

README.md ADDED Viewed

	@@ -0,0 +1,47 @@

+---
+base_model: yam-peleg/Experiment27-7B
+pipeline_tag: text-generation
+quantized_by: featherless-ai-quants
+---
+# yam-peleg/Experiment27-7B GGUF Quantizations 🚀
+![Featherless AI Quants](./featherless-quants.png)
+*Optimized GGUF quantization files for enhanced model performance*
+> Powered by [Featherless AI](https://featherless.ai) - run any model you'd like for a simple small fee.
+---
+## Available Quantizations 📊
+| Quantization Type | File | Size |
+|-------------------|------|------|
+| IQ4_XS | [yam-peleg-Experiment27-7B-IQ4_XS.gguf](https://huggingface.co/featherless-ai-quants/yam-peleg-Experiment27-7B-GGUF/blob/main/yam-peleg-Experiment27-7B-IQ4_XS.gguf) | 3761.66 MB |
+| Q2_K | [yam-peleg-Experiment27-7B-Q2_K.gguf](https://huggingface.co/featherless-ai-quants/yam-peleg-Experiment27-7B-GGUF/blob/main/yam-peleg-Experiment27-7B-Q2_K.gguf) | 2593.27 MB |
+| Q3_K_L | [yam-peleg-Experiment27-7B-Q3_K_L.gguf](https://huggingface.co/featherless-ai-quants/yam-peleg-Experiment27-7B-GGUF/blob/main/yam-peleg-Experiment27-7B-Q3_K_L.gguf) | 3644.97 MB |
+| Q3_K_M | [yam-peleg-Experiment27-7B-Q3_K_M.gguf](https://huggingface.co/featherless-ai-quants/yam-peleg-Experiment27-7B-GGUF/blob/main/yam-peleg-Experiment27-7B-Q3_K_M.gguf) | 3355.97 MB |
+| Q3_K_S | [yam-peleg-Experiment27-7B-Q3_K_S.gguf](https://huggingface.co/featherless-ai-quants/yam-peleg-Experiment27-7B-GGUF/blob/main/yam-peleg-Experiment27-7B-Q3_K_S.gguf) | 3017.97 MB |
+| Q4_K_M | [yam-peleg-Experiment27-7B-Q4_K_M.gguf](https://huggingface.co/featherless-ai-quants/yam-peleg-Experiment27-7B-GGUF/blob/main/yam-peleg-Experiment27-7B-Q4_K_M.gguf) | 4166.07 MB |
+| Q4_K_S | [yam-peleg-Experiment27-7B-Q4_K_S.gguf](https://huggingface.co/featherless-ai-quants/yam-peleg-Experiment27-7B-GGUF/blob/main/yam-peleg-Experiment27-7B-Q4_K_S.gguf) | 3948.57 MB |
+| Q5_K_M | [yam-peleg-Experiment27-7B-Q5_K_M.gguf](https://huggingface.co/featherless-ai-quants/yam-peleg-Experiment27-7B-GGUF/blob/main/yam-peleg-Experiment27-7B-Q5_K_M.gguf) | 4893.69 MB |
+| Q5_K_S | [yam-peleg-Experiment27-7B-Q5_K_S.gguf](https://huggingface.co/featherless-ai-quants/yam-peleg-Experiment27-7B-GGUF/blob/main/yam-peleg-Experiment27-7B-Q5_K_S.gguf) | 4766.19 MB |
+| Q6_K | [yam-peleg-Experiment27-7B-Q6_K.gguf](https://huggingface.co/featherless-ai-quants/yam-peleg-Experiment27-7B-GGUF/blob/main/yam-peleg-Experiment27-7B-Q6_K.gguf) | 5666.80 MB |
+| Q8_0 | [yam-peleg-Experiment27-7B-Q8_0.gguf](https://huggingface.co/featherless-ai-quants/yam-peleg-Experiment27-7B-GGUF/blob/main/yam-peleg-Experiment27-7B-Q8_0.gguf) | 7339.34 MB |
+---
+## ⚡ Powered by [Featherless AI](https://featherless.ai)
+### Key Features
+- 🔥 **Instant Hosting** - Deploy any Llama model on HuggingFace instantly
+- 🛠️ **Zero Infrastructure** - No server setup or maintenance required
+- 📚 **Vast Compatibility** - Support for 2400+ models and counting
+- 💎 **Affordable Pricing** - Starting at just $10/month
+---
+**Links:**
+[Get Started](https://featherless.ai) | [Documentation](https://featherless.ai/docs) | [Models](https://featherless.ai/models)

featherless-quants.png ADDED Viewed

Git LFS Details

SHA256: 2e1b4d66c8306c7b0614089381fdf86ea4efb02dffb78d22767a084cb8b88d6b
Pointer size: 132 Bytes
Size of remote file: 1.61 MB

yam-peleg-Experiment27-7B-IQ4_XS.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:cccce1853789f75ce2f06bdf9db4a0e178efda2f8fab2a3cbf6872c5a40bf1b9
+size 3944388736

yam-peleg-Experiment27-7B-Q2_K.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:36c1f0db152b32cdd523847acb1fa410ee405a080fff55acb106253c394308bf
+size 2719242368

yam-peleg-Experiment27-7B-Q3_K_L.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:3163900aed1102286b910d6991c82e96aded4547235e7b83b8e4371075563649
+size 3822024832

yam-peleg-Experiment27-7B-Q3_K_M.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:a3a64ad16a8e461cc226bde7dac98fcd53300899250711f6841869d99dc65cde
+size 3518986368

yam-peleg-Experiment27-7B-Q3_K_S.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:a99650525cc987efdaed400844736919367bb076218baef273c40064b8334055
+size 3164567680

yam-peleg-Experiment27-7B-Q4_K_M.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:d0aa278335344ff878e39cb552c29debeb1d818e782f66567afb7665d2895fc8
+size 4368439424

yam-peleg-Experiment27-7B-Q4_K_S.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:9ce8096d206d67742317b815c0787d29a8297f671f9626aa56c3326e90b57e2a
+size 4140374144

yam-peleg-Experiment27-7B-Q5_K_M.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:c27ca66e05f58e5382e0091561b68f064da7f35f03b08cf15ce767fb80cbefe9
+size 5131409536

yam-peleg-Experiment27-7B-Q5_K_S.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:45a368af61dc658e88fcd6e0d352f6b72c12ec384b2e4c9c9a592d9d2b26c02d
+size 4997716096

yam-peleg-Experiment27-7B-Q6_K.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:7a0259266fa4721a3c5b4f6305d50853f9d1371cf86f28bed54540e6e5e8f3a9
+size 5942065280

yam-peleg-Experiment27-7B-Q8_0.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:5f0e1bd1a3c2045dea6605dc542e9056bcf2c9487abe89df45808bdb649c0f07
+size 7695857792