Instructions to use mradermacher/DeepSeek-R1-1.5B-Medical-COT-i1-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use mradermacher/DeepSeek-R1-1.5B-Medical-COT-i1-GGUF with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("mradermacher/DeepSeek-R1-1.5B-Medical-COT-i1-GGUF", dtype="auto")

llama-cpp-python

How to use mradermacher/DeepSeek-R1-1.5B-Medical-COT-i1-GGUF with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="mradermacher/DeepSeek-R1-1.5B-Medical-COT-i1-GGUF",
	filename="DeepSeek-R1-1.5B-Medical-COT.i1-IQ1_M.gguf",
)

llm.create_chat_completion(
	messages = "No input example has been defined for this model task."
)

Notebooks
Google Colab
Kaggle
Local Apps Settings

llama.cpp

How to use mradermacher/DeepSeek-R1-1.5B-Medical-COT-i1-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 mradermacher/DeepSeek-R1-1.5B-Medical-COT-i1-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf mradermacher/DeepSeek-R1-1.5B-Medical-COT-i1-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 mradermacher/DeepSeek-R1-1.5B-Medical-COT-i1-GGUF:Q4_K_M
# Run inference directly in the terminal:
llama cli -hf mradermacher/DeepSeek-R1-1.5B-Medical-COT-i1-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 mradermacher/DeepSeek-R1-1.5B-Medical-COT-i1-GGUF:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf mradermacher/DeepSeek-R1-1.5B-Medical-COT-i1-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 mradermacher/DeepSeek-R1-1.5B-Medical-COT-i1-GGUF:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf mradermacher/DeepSeek-R1-1.5B-Medical-COT-i1-GGUF:Q4_K_M

Use Docker

docker model run hf.co/mradermacher/DeepSeek-R1-1.5B-Medical-COT-i1-GGUF:Q4_K_M

LM Studio
Jan
Ollama
How to use mradermacher/DeepSeek-R1-1.5B-Medical-COT-i1-GGUF with Ollama:
```
ollama run hf.co/mradermacher/DeepSeek-R1-1.5B-Medical-COT-i1-GGUF:Q4_K_M
```

Unsloth Studio

How to use mradermacher/DeepSeek-R1-1.5B-Medical-COT-i1-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 mradermacher/DeepSeek-R1-1.5B-Medical-COT-i1-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 mradermacher/DeepSeek-R1-1.5B-Medical-COT-i1-GGUF to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for mradermacher/DeepSeek-R1-1.5B-Medical-COT-i1-GGUF to start chatting

Atomic Chat new
Docker Model Runner
How to use mradermacher/DeepSeek-R1-1.5B-Medical-COT-i1-GGUF with Docker Model Runner:
```
docker model run hf.co/mradermacher/DeepSeek-R1-1.5B-Medical-COT-i1-GGUF:Q4_K_M
```

Lemonade

How to use mradermacher/DeepSeek-R1-1.5B-Medical-COT-i1-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull mradermacher/DeepSeek-R1-1.5B-Medical-COT-i1-GGUF:Q4_K_M

Run and chat with the model

lemonade run user.DeepSeek-R1-1.5B-Medical-COT-i1-GGUF-Q4_K_M

List all available models

lemonade list

mradermacher commited on Mar 17, 2025

Commit

21bcc4e

verified ·

1 Parent(s): eea5b02

uploaded from leia

Browse files

Files changed (25) hide show

.gitattributes +24 -0
DeepSeek-R1-1.5B-Medical-COT.i1-IQ1_M.gguf +3 -0
DeepSeek-R1-1.5B-Medical-COT.i1-IQ1_S.gguf +3 -0
DeepSeek-R1-1.5B-Medical-COT.i1-IQ2_M.gguf +3 -0
DeepSeek-R1-1.5B-Medical-COT.i1-IQ2_S.gguf +3 -0
DeepSeek-R1-1.5B-Medical-COT.i1-IQ2_XS.gguf +3 -0
DeepSeek-R1-1.5B-Medical-COT.i1-IQ2_XXS.gguf +3 -0
DeepSeek-R1-1.5B-Medical-COT.i1-IQ3_M.gguf +3 -0
DeepSeek-R1-1.5B-Medical-COT.i1-IQ3_S.gguf +3 -0
DeepSeek-R1-1.5B-Medical-COT.i1-IQ3_XS.gguf +3 -0
DeepSeek-R1-1.5B-Medical-COT.i1-IQ3_XXS.gguf +3 -0
DeepSeek-R1-1.5B-Medical-COT.i1-IQ4_NL.gguf +3 -0
DeepSeek-R1-1.5B-Medical-COT.i1-IQ4_XS.gguf +3 -0
DeepSeek-R1-1.5B-Medical-COT.i1-Q2_K.gguf +3 -0
DeepSeek-R1-1.5B-Medical-COT.i1-Q2_K_S.gguf +3 -0
DeepSeek-R1-1.5B-Medical-COT.i1-Q3_K_L.gguf +3 -0
DeepSeek-R1-1.5B-Medical-COT.i1-Q3_K_M.gguf +3 -0
DeepSeek-R1-1.5B-Medical-COT.i1-Q3_K_S.gguf +3 -0
DeepSeek-R1-1.5B-Medical-COT.i1-Q4_0.gguf +3 -0
DeepSeek-R1-1.5B-Medical-COT.i1-Q4_1.gguf +3 -0
DeepSeek-R1-1.5B-Medical-COT.i1-Q4_K_M.gguf +3 -0
DeepSeek-R1-1.5B-Medical-COT.i1-Q4_K_S.gguf +3 -0
DeepSeek-R1-1.5B-Medical-COT.i1-Q5_K_M.gguf +3 -0
DeepSeek-R1-1.5B-Medical-COT.i1-Q5_K_S.gguf +3 -0
DeepSeek-R1-1.5B-Medical-COT.i1-Q6_K.gguf +3 -0

.gitattributes CHANGED Viewed

@@ -34,3 +34,27 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
 imatrix.dat filter=lfs diff=lfs merge=lfs -text

 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
 imatrix.dat filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-1.5B-Medical-COT.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-1.5B-Medical-COT.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-1.5B-Medical-COT.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-1.5B-Medical-COT.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-1.5B-Medical-COT.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-1.5B-Medical-COT.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-1.5B-Medical-COT.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-1.5B-Medical-COT.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-1.5B-Medical-COT.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-1.5B-Medical-COT.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-1.5B-Medical-COT.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-1.5B-Medical-COT.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-1.5B-Medical-COT.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-1.5B-Medical-COT.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-1.5B-Medical-COT.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-1.5B-Medical-COT.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-1.5B-Medical-COT.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-1.5B-Medical-COT.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-1.5B-Medical-COT.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-1.5B-Medical-COT.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-1.5B-Medical-COT.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-1.5B-Medical-COT.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-1.5B-Medical-COT.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
+DeepSeek-R1-1.5B-Medical-COT.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text

DeepSeek-R1-1.5B-Medical-COT.i1-IQ1_M.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:b27298b1e47d7fe5b68f05db29dfb84182e8d96962a23baab8a73bf4652b6f3e
+size 541037280

DeepSeek-R1-1.5B-Medical-COT.i1-IQ1_S.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:ac3869399aac885c89fdbc1cddc4592b708ce4ed61d33968323256c8fbf76f4f
+size 513103584

DeepSeek-R1-1.5B-Medical-COT.i1-IQ2_M.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:3dc5c09986685f0e6e9e0136da4884701b1294ec04c9013f5211b5d957025dbf
+size 701332704

DeepSeek-R1-1.5B-Medical-COT.i1-IQ2_S.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:5493406acc41e10727fb67abe4115bdbcd10079da89702ab11da70a637b76c88
+size 664087776

DeepSeek-R1-1.5B-Medical-COT.i1-IQ2_XS.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:055575bb4c6fdb1ca8e38beb524a9c120365d04123573b194f527dad03669c57
+size 626902752

DeepSeek-R1-1.5B-Medical-COT.i1-IQ2_XXS.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:b5faadab6f4affae4341c1e6314abd05255cc165dff91bd535753241e618e08a
+size 587593440

DeepSeek-R1-1.5B-Medical-COT.i1-IQ3_M.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:6ea897dfa2d46fd08cf7921fb26579a2bd5637e6781c0804e9a29d89d568ea38
+size 876942048

DeepSeek-R1-1.5B-Medical-COT.i1-IQ3_S.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:b64b9fa94b7d50426aa0c4b5b4f7603ffa3909bae8c3aa5ccce0ee6a9c54a997
+size 862684896

DeepSeek-R1-1.5B-Medical-COT.i1-IQ3_XS.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:e319ed4bb28571465976ddb734566d03ffcee06449eb620b72f9ecf202271917
+size 831977184

DeepSeek-R1-1.5B-Medical-COT.i1-IQ3_XXS.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:daf47a6357a49210b17e2cbb5aefe1bb25d2c895b3a7ec551f674b6ebf25302d
+size 769070304

DeepSeek-R1-1.5B-Medical-COT.i1-IQ4_NL.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:a9918ab36603e7a6b1b86a36ae2784e3ccd2aa283ef02e54a29b648bd408f746
+size 1067604192

DeepSeek-R1-1.5B-Medical-COT.i1-IQ4_XS.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:4fd5b99497be75cdc20d2c5f62001d801f7b40643a9f9cd08301b6c95d03b5b9
+size 1019711712

DeepSeek-R1-1.5B-Medical-COT.i1-Q2_K.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:04fe111004fbd174aa4dd9ab04f852188faddd3c60821e1275892d18fc1a012d
+size 752880864

DeepSeek-R1-1.5B-Medical-COT.i1-Q2_K_S.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:5cd65895e3abb17113a4936a6069e3603578b4b8dfdefc81519278f94f1b95a7
+size 716711136

DeepSeek-R1-1.5B-Medical-COT.i1-Q3_K_L.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:b73103b4735d95c05df5ab932465047cc8627af3d9cda8d31caf9bfec2cf001b
+size 980440800

DeepSeek-R1-1.5B-Medical-COT.i1-Q3_K_M.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:12e25cfaf8e24e2d6a95fdb87aa23638e987448fac59f70da28ab10f33b15cde
+size 924456672

DeepSeek-R1-1.5B-Medical-COT.i1-Q3_K_S.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:3347b87db642c533d76dad55ea5b0cb16e8f9c79e0f3dc889e9e8f2548d983fc
+size 861222624

DeepSeek-R1-1.5B-Medical-COT.i1-Q4_0.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:016bd16edaa631c139b4f693b434bddf39d0dc46d483f27c5cb27b3027d1a9ae
+size 1068808416

DeepSeek-R1-1.5B-Medical-COT.i1-Q4_1.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:c51f761f0b3310bff92763533f177ca5c8288a512d7d8596a4d0968ead7d1ea6
+size 1162701024

DeepSeek-R1-1.5B-Medical-COT.i1-Q4_K_M.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:7ea838b813171e17ad15d4f961d37bb176b88db96538a25979456480798e9def
+size 1117321440

DeepSeek-R1-1.5B-Medical-COT.i1-Q4_K_S.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:6221fa39869966961937300169ecb370ba546feb828aedbc2e25e65e16dbf727
+size 1071585504

DeepSeek-R1-1.5B-Medical-COT.i1-Q5_K_M.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:fce1f89a8edde36bdf864bc468aac696d1b702b67c0ccc03c0ab8a397d52fbd6
+size 1285495008

DeepSeek-R1-1.5B-Medical-COT.i1-Q5_K_S.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:fff8307580fe1c6fc50995ba39c31a79cc560c741f7cf594f06d8001a651d6f3
+size 1259174112

DeepSeek-R1-1.5B-Medical-COT.i1-Q6_K.gguf ADDED Viewed

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

+version https://git-lfs.github.com/spec/v1
+oid sha256:10f0ec7267e608e9931f5767b5bf8789d898d8489f664148de72c1dba0d84ffe
+size 1464179424