---
license: gpl-3.0
datasets:
- TeichAI/claude-4.5-opus-high-reasoning-250x
- TeichAI/gemini-3-pro-preview-high-reasoning-1000x
- TeichAI/gpt-5.1-high-reasoning-1000x
language:
- ru
- en
- aa
- ab
- ae
- af
- ak
- am
- an
- ar
- as
- av
- ay
- az
- ba
- be
- bg
- bh
- bi
- bm
- bn
- bo
- br
- bs
- ca
- ce
- ch
- co
- cr
- cs
- cu
- cv
- cy
- da
- de
- dv
- dz
- ee
- el
- eo
- es
- et
- eu
- fa
- ff
- fi
- fj
- fo
- fr
- fy
- ga
- gd
- gl
- gn
- gu
- gv
- ha
- he
- hi
- ho
- hr
- ht
- hu
- hy
- hz
- ia
- id
- ie
- ig
- ii
- ik
- io
- is
- it
- iu
- ja
- jv
- ka
- kg
- ki
- kj
- kk
- kl
- km
- kn
- ko
- kr
- ks
- ku
- kv
- kw
- ky
- la
- lb
- lg
- li
- ln
- lo
- lt
- lu
- lv
- mg
- mh
- mi
- mk
- ml
- mn
- mr
- ms
- mt
- my
- na
- nb
- nd
- ne
- ng
- nl
- nn
- 'no'
- nr
- nv
- ny
- oc
- oj
- om
- or
- os
- pa
- pi
- pl
- ps
- pt
- qu
- rm
- rn
- ro
- rw
- sa
- sc
- si
- sd
- se
- sg
- sk
- sl
- sm
- sn
- so
- sq
- sr
- ss
- st
- su
- sv
- sw
- ta
- te
- tg
- th
- ti
- tk
- uk
- tt
- tw
- ty
- ug
- ur
- uz
- ve
- xh
- yi
- vi
- vo
- wa
- wo
- yo
- za
- zh
- zu
- ts
- tr
- to
- tn
- tl
base_model: kirilldual0987/Newton-bot-2A-standard_merged-gguf
tags:
- NewtonBot
- biology
- chemistry
- finance
- code
- text-generation-inference
- legal
- moe
- NewtonBotFamilyTree
- llama-cpp
- gguf-my-repo
model-index:
- name: Newton-2A-Standard
  results: []
---

# kirilldual0987/Newton-bot-2A-standard_merged-gguf-Q8_0-GGUF
This model was converted to GGUF format from [`kirilldual0987/Newton-bot-2A-standard_merged-gguf`](https://huggingface.co/kirilldual0987/Newton-bot-2A-standard_merged-gguf) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
Refer to the [original model card](https://huggingface.co/kirilldual0987/Newton-bot-2A-standard_merged-gguf) for more details on the model.

## Use with llama.cpp
Install llama.cpp through brew (works on Mac and Linux)

```bash
brew install llama.cpp

```
Invoke the llama.cpp server or the CLI.

### CLI:
```bash
llama-cli --hf-repo kirilldual0987/Newton-bot-2A-standard_merged-gguf-Q8_0-GGUF --hf-file newton-bot-2a-standard_merged-gguf-q8_0.gguf -p "The meaning to life and the universe is"
```

### Server:
```bash
llama-server --hf-repo kirilldual0987/Newton-bot-2A-standard_merged-gguf-Q8_0-GGUF --hf-file newton-bot-2a-standard_merged-gguf-q8_0.gguf -c 2048
```

Note: You can also use this checkpoint directly through the [usage steps](https://github.com/ggerganov/llama.cpp?tab=readme-ov-file#usage) listed in the Llama.cpp repo as well.

Step 1: Clone llama.cpp from GitHub.
```
git clone https://github.com/ggerganov/llama.cpp
```

Step 2: Move into the llama.cpp folder and build it with `LLAMA_CURL=1` flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux).
```
cd llama.cpp && LLAMA_CURL=1 make
```

Step 3: Run inference through the main binary.
```
./llama-cli --hf-repo kirilldual0987/Newton-bot-2A-standard_merged-gguf-Q8_0-GGUF --hf-file newton-bot-2a-standard_merged-gguf-q8_0.gguf -p "The meaning to life and the universe is"
```
or
```
./llama-server --hf-repo kirilldual0987/Newton-bot-2A-standard_merged-gguf-Q8_0-GGUF --hf-file newton-bot-2a-standard_merged-gguf-q8_0.gguf -c 2048
```