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README.md

@@ -1,21 +1,11 @@
----
-base_model: Nexusflow/Athene-70B
-language:
-- en
-library_name: transformers
-license: cc-by-nc-4.0
-pipeline_tag: text-generation
-tags:
-- RLHF
-- Nexusflow
-- Athene
-- Chat Model
+ ---
 quantized_by: bartowski
+pipeline_tag: text-generation
 ---
 
 ## Llamacpp imatrix Quantizations of Athene-70B
 
-Using <a href="https://github.com/ggerganov/llama.cpp/">llama.cpp</a> release <a href="https://github.com/ggerganov/llama.cpp/releases/tag/b3412">b3412</a> for quantization.
+Using <a href="https://github.com/ggerganov/llama.cpp/">llama.cpp</a> release <a href="https://github.com/ggerganov/llama.cpp/releases/tag/b3472">b3472</a> for quantization.
 
 Original model: https://huggingface.co/Nexusflow/Athene-70B
 
@@ -39,11 +29,8 @@ Run them in [LM Studio](https://lmstudio.ai/)
 
 | Filename | Quant type | File Size | Split | Description |
 | -------- | ---------- | --------- | ----- | ----------- |
-| [Athene-70B-f32.gguf](https://huggingface.co/bartowski/Athene-70B-GGUF/tree/main/Athene-70B-f32) | f32 | 282.22GB | true | Full F32 weights. |
 | [Athene-70B-Q8_0.gguf](https://huggingface.co/bartowski/Athene-70B-GGUF/tree/main/Athene-70B-Q8_0) | Q8_0 | 74.98GB | true | Extremely high quality, generally unneeded but max available quant. |
-| [Athene-70B-Q6_K_L.gguf](https://huggingface.co/bartowski/Athene-70B-GGUF/tree/main/Athene-70B-Q6_K_L) | Q6_K_L | 58.40GB | true | Uses Q8_0 for embed and output weights. Very high quality, near perfect, *recommended*. |
 | [Athene-70B-Q6_K.gguf](https://huggingface.co/bartowski/Athene-70B-GGUF/tree/main/Athene-70B-Q6_K) | Q6_K | 57.89GB | true | Very high quality, near perfect, *recommended*. |
-| [Athene-70B-Q5_K_L.gguf](https://huggingface.co/bartowski/Athene-70B-GGUF/tree/main/Athene-70B-Q5_K_L) | Q5_K_L | 50.60GB | true | Uses Q8_0 for embed and output weights. High quality, *recommended*. |
 | [Athene-70B-Q5_K_M.gguf](https://huggingface.co/bartowski/Athene-70B-GGUF/tree/main/Athene-70B-Q5_K_M) | Q5_K_M | 49.95GB | true | High quality, *recommended*. |
 | [Athene-70B-Q5_K_S.gguf](https://huggingface.co/bartowski/Athene-70B-GGUF/blob/main/Athene-70B-Q5_K_S.gguf) | Q5_K_S | 48.66GB | false | High quality, *recommended*. |
 | [Athene-70B-Q4_K_L.gguf](https://huggingface.co/bartowski/Athene-70B-GGUF/blob/main/Athene-70B-Q4_K_L.gguf) | Q4_K_L | 43.30GB | false | Uses Q8_0 for embed and output weights. Good quality, *recommended*. |
@@ -59,6 +46,8 @@ Run them in [LM Studio](https://lmstudio.ai/)
 | [Athene-70B-Q2_K_L.gguf](https://huggingface.co/bartowski/Athene-70B-GGUF/blob/main/Athene-70B-Q2_K_L.gguf) | Q2_K_L | 27.40GB | false | Uses Q8_0 for embed and output weights. Very low quality but surprisingly usable. |
 | [Athene-70B-Q2_K.gguf](https://huggingface.co/bartowski/Athene-70B-GGUF/blob/main/Athene-70B-Q2_K.gguf) | Q2_K | 26.38GB | false | Very low quality but surprisingly usable. |
 | [Athene-70B-IQ2_M.gguf](https://huggingface.co/bartowski/Athene-70B-GGUF/blob/main/Athene-70B-IQ2_M.gguf) | IQ2_M | 24.12GB | false | Relatively low quality, uses SOTA techniques to be surprisingly usable. |
+| [Athene-70B-IQ2_S.gguf](https://huggingface.co/bartowski/Athene-70B-GGUF/blob/main/Athene-70B-IQ2_S.gguf) | IQ2_S | 22.24GB | false | Low quality, uses SOTA techniques to be usable. |
+| [Athene-70B-IQ2_XXS.gguf](https://huggingface.co/bartowski/Athene-70B-GGUF/blob/main/Athene-70B-IQ2_XXS.gguf) | IQ2_XXS | 19.10GB | false | Very low quality, uses SOTA techniques to be usable. |
 
 ## Credits