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README.md

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+---
+base_model: Spestly/Atlas-Flash-7B-Preview
+tags:
+- text-generation-inference
+- transformers
+- qwen2
+- trl
+- r1
+- gemini-2.0
+- gpt4
+- conversational
+- chat
+- llama-cpp
+- gguf-my-repo
+license: mit
+language:
+- en
+- zh
+- fr
+- es
+- pt
+- de
+- it
+- ru
+- ja
+- ko
+- vi
+- th
+- ar
+- fa
+- he
+- tr
+- cs
+- pl
+- hi
+- bn
+- ur
+- id
+- ms
+- lo
+- my
+- ceb
+- km
+- tl
+- nl
+library_name: transformers
+datasets:
+- BAAI/TACO
+- codeparrot/apps
+- rubenroy/GammaCorpus-v1-70k-UNFILTERED
+extra_gated_prompt: By accessing this model, you agree to comply with ethical usage
+  guidelines and accept full responsibility for its applications. You will not use
+  this model for harmful, malicious, or illegal activities, and you understand that
+  the model's use is subject to ongoing monitoring for misuse. This model is provided
+  'AS IS' and agreeing to this means that you are responsible for all the outputs
+  generated by you
+extra_gated_fields:
+  Name: text
+  Organization: text
+  Country: country
+  Date of Birth: date_picker
+  Intended Use:
+    type: select
+    options:
+    - Research
+    - Education
+    - Personal Development
+    - Commercial Use
+    - label: Other
+      value: other
+  I agree to use this model in accordance with all applicable laws and ethical guidelines: checkbox
+  I agree to use this model under the MIT licence: checkbox
+---
+
+# Triangle104/Atlas-Flash-7B-Preview-Q6_K-GGUF
+This model was converted to GGUF format from [`Spestly/Atlas-Flash-7B-Preview`](https://huggingface.co/Spestly/Atlas-Flash-7B-Preview) 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/Spestly/Atlas-Flash-7B-Preview) 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 Triangle104/Atlas-Flash-7B-Preview-Q6_K-GGUF --hf-file atlas-flash-7b-preview-q6_k.gguf -p "The meaning to life and the universe is"
+```
+
+### Server:
+```bash
+llama-server --hf-repo Triangle104/Atlas-Flash-7B-Preview-Q6_K-GGUF --hf-file atlas-flash-7b-preview-q6_k.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 Triangle104/Atlas-Flash-7B-Preview-Q6_K-GGUF --hf-file atlas-flash-7b-preview-q6_k.gguf -p "The meaning to life and the universe is"
+```
+or 
+```
+./llama-server --hf-repo Triangle104/Atlas-Flash-7B-Preview-Q6_K-GGUF --hf-file atlas-flash-7b-preview-q6_k.gguf -c 2048
+```