Instructions to use tensorblock/v6-Finch-1B6-HF-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use tensorblock/v6-Finch-1B6-HF-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 tensorblock/v6-Finch-1B6-HF-GGUF:Q2_K # Run inference directly in the terminal: llama cli -hf tensorblock/v6-Finch-1B6-HF-GGUF:Q2_K
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf tensorblock/v6-Finch-1B6-HF-GGUF:Q2_K # Run inference directly in the terminal: llama cli -hf tensorblock/v6-Finch-1B6-HF-GGUF:Q2_K
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 tensorblock/v6-Finch-1B6-HF-GGUF:Q2_K # Run inference directly in the terminal: ./llama-cli -hf tensorblock/v6-Finch-1B6-HF-GGUF:Q2_K
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 tensorblock/v6-Finch-1B6-HF-GGUF:Q2_K # Run inference directly in the terminal: ./build/bin/llama-cli -hf tensorblock/v6-Finch-1B6-HF-GGUF:Q2_K
Use Docker
docker model run hf.co/tensorblock/v6-Finch-1B6-HF-GGUF:Q2_K
- LM Studio
- Jan
- Ollama
How to use tensorblock/v6-Finch-1B6-HF-GGUF with Ollama:
ollama run hf.co/tensorblock/v6-Finch-1B6-HF-GGUF:Q2_K
- Unsloth Desktop
- Docker Model Runner
How to use tensorblock/v6-Finch-1B6-HF-GGUF with Docker Model Runner:
docker model run hf.co/tensorblock/v6-Finch-1B6-HF-GGUF:Q2_K
- Lemonade
How to use tensorblock/v6-Finch-1B6-HF-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull tensorblock/v6-Finch-1B6-HF-GGUF:Q2_K
Run and chat with the model
lemonade run user.v6-Finch-1B6-HF-GGUF-Q2_K
List all available models
lemonade list
- Atomic Chat
Upload folder using huggingface_hub
Browse files- .gitattributes +12 -0
- README.md +76 -0
- v6-Finch-1B6-HF-Q2_K.gguf +3 -0
- v6-Finch-1B6-HF-Q3_K_L.gguf +3 -0
- v6-Finch-1B6-HF-Q3_K_M.gguf +3 -0
- v6-Finch-1B6-HF-Q3_K_S.gguf +3 -0
- v6-Finch-1B6-HF-Q4_0.gguf +3 -0
- v6-Finch-1B6-HF-Q4_K_M.gguf +3 -0
- v6-Finch-1B6-HF-Q4_K_S.gguf +3 -0
- v6-Finch-1B6-HF-Q5_0.gguf +3 -0
- v6-Finch-1B6-HF-Q5_K_M.gguf +3 -0
- v6-Finch-1B6-HF-Q5_K_S.gguf +3 -0
- v6-Finch-1B6-HF-Q6_K.gguf +3 -0
- v6-Finch-1B6-HF-Q8_0.gguf +3 -0
.gitattributes
CHANGED
|
@@ -33,3 +33,15 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
|
| 33 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
| 34 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
| 35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 33 |
*.zip filter=lfs diff=lfs merge=lfs -text
|
| 34 |
*.zst filter=lfs diff=lfs merge=lfs -text
|
| 35 |
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
| 36 |
+
v6-Finch-1B6-HF-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
|
| 37 |
+
v6-Finch-1B6-HF-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
|
| 38 |
+
v6-Finch-1B6-HF-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
|
| 39 |
+
v6-Finch-1B6-HF-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
|
| 40 |
+
v6-Finch-1B6-HF-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
|
| 41 |
+
v6-Finch-1B6-HF-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
|
| 42 |
+
v6-Finch-1B6-HF-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
|
| 43 |
+
v6-Finch-1B6-HF-Q5_0.gguf filter=lfs diff=lfs merge=lfs -text
|
| 44 |
+
v6-Finch-1B6-HF-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
|
| 45 |
+
v6-Finch-1B6-HF-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
|
| 46 |
+
v6-Finch-1B6-HF-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text
|
| 47 |
+
v6-Finch-1B6-HF-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text
|
README.md
ADDED
|
@@ -0,0 +1,76 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: apache-2.0
|
| 3 |
+
tags:
|
| 4 |
+
- TensorBlock
|
| 5 |
+
- GGUF
|
| 6 |
+
base_model: RWKV/v6-Finch-1B6-HF
|
| 7 |
+
---
|
| 8 |
+
|
| 9 |
+
<div style="width: auto; margin-left: auto; margin-right: auto">
|
| 10 |
+
<img src="https://i.imgur.com/jC7kdl8.jpeg" alt="TensorBlock" style="width: 100%; min-width: 400px; display: block; margin: auto;">
|
| 11 |
+
</div>
|
| 12 |
+
<div style="display: flex; justify-content: space-between; width: 100%;">
|
| 13 |
+
<div style="display: flex; flex-direction: column; align-items: flex-start;">
|
| 14 |
+
<p style="margin-top: 0.5em; margin-bottom: 0em;">
|
| 15 |
+
Feedback and support: TensorBlock's <a href="https://x.com/tensorblock_aoi">Twitter/X</a>, <a href="https://t.me/TensorBlock">Telegram Group</a> and <a href="https://x.com/tensorblock_aoi">Discord server</a>
|
| 16 |
+
</p>
|
| 17 |
+
</div>
|
| 18 |
+
</div>
|
| 19 |
+
|
| 20 |
+
## RWKV/v6-Finch-1B6-HF - GGUF
|
| 21 |
+
|
| 22 |
+
This repo contains GGUF format model files for [RWKV/v6-Finch-1B6-HF](https://huggingface.co/RWKV/v6-Finch-1B6-HF).
|
| 23 |
+
|
| 24 |
+
The files were quantized using machines provided by [TensorBlock](https://tensorblock.co/), and they are compatible with llama.cpp as of [commit b4011](https://github.com/ggerganov/llama.cpp/commit/a6744e43e80f4be6398fc7733a01642c846dce1d).
|
| 25 |
+
|
| 26 |
+
<div style="text-align: left; margin: 20px 0;">
|
| 27 |
+
<a href="https://tensorblock.co/waitlist/client" style="display: inline-block; padding: 10px 20px; background-color: #007bff; color: white; text-decoration: none; border-radius: 5px; font-weight: bold;">
|
| 28 |
+
Run them on the TensorBlock client using your local machine ↗
|
| 29 |
+
</a>
|
| 30 |
+
</div>
|
| 31 |
+
|
| 32 |
+
## Prompt template
|
| 33 |
+
|
| 34 |
+
```
|
| 35 |
+
|
| 36 |
+
```
|
| 37 |
+
|
| 38 |
+
## Model file specification
|
| 39 |
+
|
| 40 |
+
| Filename | Quant type | File Size | Description |
|
| 41 |
+
| -------- | ---------- | --------- | ----------- |
|
| 42 |
+
| [v6-Finch-1B6-HF-Q2_K.gguf](https://huggingface.co/tensorblock/v6-Finch-1B6-HF-GGUF/blob/main/v6-Finch-1B6-HF-Q2_K.gguf) | Q2_K | 0.676 GB | smallest, significant quality loss - not recommended for most purposes |
|
| 43 |
+
| [v6-Finch-1B6-HF-Q3_K_S.gguf](https://huggingface.co/tensorblock/v6-Finch-1B6-HF-GGUF/blob/main/v6-Finch-1B6-HF-Q3_K_S.gguf) | Q3_K_S | 0.823 GB | very small, high quality loss |
|
| 44 |
+
| [v6-Finch-1B6-HF-Q3_K_M.gguf](https://huggingface.co/tensorblock/v6-Finch-1B6-HF-GGUF/blob/main/v6-Finch-1B6-HF-Q3_K_M.gguf) | Q3_K_M | 0.823 GB | very small, high quality loss |
|
| 45 |
+
| [v6-Finch-1B6-HF-Q3_K_L.gguf](https://huggingface.co/tensorblock/v6-Finch-1B6-HF-GGUF/blob/main/v6-Finch-1B6-HF-Q3_K_L.gguf) | Q3_K_L | 0.823 GB | small, substantial quality loss |
|
| 46 |
+
| [v6-Finch-1B6-HF-Q4_0.gguf](https://huggingface.co/tensorblock/v6-Finch-1B6-HF-GGUF/blob/main/v6-Finch-1B6-HF-Q4_0.gguf) | Q4_0 | 1.014 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
|
| 47 |
+
| [v6-Finch-1B6-HF-Q4_K_S.gguf](https://huggingface.co/tensorblock/v6-Finch-1B6-HF-GGUF/blob/main/v6-Finch-1B6-HF-Q4_K_S.gguf) | Q4_K_S | 1.014 GB | small, greater quality loss |
|
| 48 |
+
| [v6-Finch-1B6-HF-Q4_K_M.gguf](https://huggingface.co/tensorblock/v6-Finch-1B6-HF-GGUF/blob/main/v6-Finch-1B6-HF-Q4_K_M.gguf) | Q4_K_M | 1.014 GB | medium, balanced quality - recommended |
|
| 49 |
+
| [v6-Finch-1B6-HF-Q5_0.gguf](https://huggingface.co/tensorblock/v6-Finch-1B6-HF-GGUF/blob/main/v6-Finch-1B6-HF-Q5_0.gguf) | Q5_0 | 1.195 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
|
| 50 |
+
| [v6-Finch-1B6-HF-Q5_K_S.gguf](https://huggingface.co/tensorblock/v6-Finch-1B6-HF-GGUF/blob/main/v6-Finch-1B6-HF-Q5_K_S.gguf) | Q5_K_S | 1.195 GB | large, low quality loss - recommended |
|
| 51 |
+
| [v6-Finch-1B6-HF-Q5_K_M.gguf](https://huggingface.co/tensorblock/v6-Finch-1B6-HF-GGUF/blob/main/v6-Finch-1B6-HF-Q5_K_M.gguf) | Q5_K_M | 1.195 GB | large, very low quality loss - recommended |
|
| 52 |
+
| [v6-Finch-1B6-HF-Q6_K.gguf](https://huggingface.co/tensorblock/v6-Finch-1B6-HF-GGUF/blob/main/v6-Finch-1B6-HF-Q6_K.gguf) | Q6_K | 1.386 GB | very large, extremely low quality loss |
|
| 53 |
+
| [v6-Finch-1B6-HF-Q8_0.gguf](https://huggingface.co/tensorblock/v6-Finch-1B6-HF-GGUF/blob/main/v6-Finch-1B6-HF-Q8_0.gguf) | Q8_0 | 1.768 GB | very large, extremely low quality loss - not recommended |
|
| 54 |
+
|
| 55 |
+
|
| 56 |
+
## Downloading instruction
|
| 57 |
+
|
| 58 |
+
### Command line
|
| 59 |
+
|
| 60 |
+
Firstly, install Huggingface Client
|
| 61 |
+
|
| 62 |
+
```shell
|
| 63 |
+
pip install -U "huggingface_hub[cli]"
|
| 64 |
+
```
|
| 65 |
+
|
| 66 |
+
Then, downoad the individual model file the a local directory
|
| 67 |
+
|
| 68 |
+
```shell
|
| 69 |
+
huggingface-cli download tensorblock/v6-Finch-1B6-HF-GGUF --include "v6-Finch-1B6-HF-Q2_K.gguf" --local-dir MY_LOCAL_DIR
|
| 70 |
+
```
|
| 71 |
+
|
| 72 |
+
If you wanna download multiple model files with a pattern (e.g., `*Q4_K*gguf`), you can try:
|
| 73 |
+
|
| 74 |
+
```shell
|
| 75 |
+
huggingface-cli download tensorblock/v6-Finch-1B6-HF-GGUF --local-dir MY_LOCAL_DIR --local-dir-use-symlinks False --include='*Q4_K*gguf'
|
| 76 |
+
```
|
v6-Finch-1B6-HF-Q2_K.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2514c61192aa6501f59d2126cea6953ff532a6e0ab677c606a74f19cb3fba2db
|
| 3 |
+
size 676200064
|
v6-Finch-1B6-HF-Q3_K_L.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:519cce7d922451f287915d929081cb35e15a4652d6c1cd206a50ced758fc9397
|
| 3 |
+
size 822738560
|
v6-Finch-1B6-HF-Q3_K_M.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a36b5cf3d96927f1d2980f1d81ccf922a656b997da4f2a4cb6f895e18ba44271
|
| 3 |
+
size 822738560
|
v6-Finch-1B6-HF-Q3_K_S.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6978f90ab675e0a6c63071f67383fddaf3e292a8c3084b3420899488ef7e0b41
|
| 3 |
+
size 822738560
|
v6-Finch-1B6-HF-Q4_0.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ad26948f5189bc997b0ae665dfc88dbe264d28fac6e09976846f803205ba21c7
|
| 3 |
+
size 1014365824
|
v6-Finch-1B6-HF-Q4_K_M.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6e5c5b59cdfe33fe1635737bdc885009c3e868ebec81b21bd1d8d86e1cdf723a
|
| 3 |
+
size 1014365824
|
v6-Finch-1B6-HF-Q4_K_S.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6bc36950e0e130885a101ee810a84c4122145ce2b287f5352b7dd577e8df5fbb
|
| 3 |
+
size 1014365824
|
v6-Finch-1B6-HF-Q5_0.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a03e186021bba34c4142ed0d6a5aab153339925b02a832e08aef3801e67ded3c
|
| 3 |
+
size 1194720896
|
v6-Finch-1B6-HF-Q5_K_M.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:f8dde9f7d001233beae369d42632cf005b36d0fadb625eab69811b808caff329
|
| 3 |
+
size 1194720896
|
v6-Finch-1B6-HF-Q5_K_S.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:66f99e3be6b670704b117c54cbbd8680b80b357c4bd0506e034b8bd46370a098
|
| 3 |
+
size 1194720896
|
v6-Finch-1B6-HF-Q6_K.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:5440778dcd616cabc38ad818f0dc515f78a3ebc705d03a0f6f47f57ee46476f0
|
| 3 |
+
size 1386348160
|
v6-Finch-1B6-HF-Q8_0.gguf
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:01486ddeda0ff7a4fa52e0cbc614db1891f0e2d29c072b847bdfa59f74b4bbe9
|
| 3 |
+
size 1768291968
|