Quant for 8.0

README.md

@@ -1,34 +1,13 @@
 ---
-base_model: teknium/OpenHermes-2.5-Mistral-7B
-tags:
-- mistral
-- instruct
-- finetune
-- chatml
-- gpt4
-- synthetic data
-- distillation
-- dpo
-- rlhf
-license: apache-2.0
-language:
-- en
-datasets:
-- unalignment/toxic-dpo-v0.1
 quantized_by: bartowski
-pipeline_tag: text-generation
 ---
 
-## Exllama v2 Quantizations of ToxicHermes-2.5-Mistral-7B
+# Exllama v2 Quantizations of ToxicHermes-2.5-Mistral-7B at 8.0 bits per weight
 
 Using <a href="https://github.com/turboderp/exllamav2/releases/tag/v0.0.11">turboderp's ExLlamaV2 v0.0.11</a> for quantization.
 
-Each branch contains an individual bits per weight, with the main one containing only the meaurement.json for further conversions.
-
 Conversion was done using the default calibration dataset.
 
-Default arguments used except when the bits per weight is above 6.0, at that point the lm_head layer is quantized at 8 bits per weight instead of the default 6.
-
 Original model: https://huggingface.co/joey00072/ToxicHermes-2.5-Mistral-7B
 
 ## Download instructions
@@ -36,7 +15,7 @@ Original model: https://huggingface.co/joey00072/ToxicHermes-2.5-Mistral-7B
 With git:
 
 ```shell
-git clone --single-branch --branch 4_0 https://huggingface.co/bartowski/ToxicHermes-2.5-Mistral-7B-exl2
+git clone --single-branch --branch 8.0 https://huggingface.co/bartowski/ToxicHermes-2.5-Mistral-7B-exl2
 ```
 
 With huggingface hub (credit to TheBloke for instructions):
@@ -45,16 +24,9 @@ With huggingface hub (credit to TheBloke for instructions):
 pip3 install huggingface-hub
 ```
 
-To download the `main` (only useful if you only care about measurement.json) branch to a folder called `ToxicHermes-2.5-Mistral-7B-exl2`:
-
-```shell
-mkdir ToxicHermes-2.5-Mistral-7B-exl2
-huggingface-cli download bartowski/ToxicHermes-2.5-Mistral-7B-exl2 --local-dir ToxicHermes-2.5-Mistral-7B-exl2 --local-dir-use-symlinks False
-```
-
 To download from a different branch, add the `--revision` parameter:
 
 ```shell
 mkdir ToxicHermes-2.5-Mistral-7B-exl2
-huggingface-cli download bartowski/ToxicHermes-2.5-Mistral-7B-exl2 --revision 4_0 --local-dir ToxicHermes-2.5-Mistral-7B-exl2 --local-dir-use-symlinks False
+huggingface-cli download bartowski/ToxicHermes-2.5-Mistral-7B-exl2 --revision 8_0 --local-dir ToxicHermes-2.5-Mistral-7B-exl2 --local-dir-use-symlinks False
 ```

added_tokens.json

@@ -0,0 +1,4 @@
+{
+  "<|im_end|>": 32000,
+  "<|im_start|>": 32001
+}

config.json

@@ -0,0 +1,26 @@
+{
+  "_name_or_path": "teknium/OpenHermes-2.5-Mistral-7B",
+  "architectures": [
+    "MistralForCausalLM"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 32000,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 14336,
+  "max_position_embeddings": 32768,
+  "model_type": "mistral",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 8,
+  "rms_norm_eps": 1e-05,
+  "rope_theta": 10000.0,
+  "sliding_window": 4096,
+  "tie_word_embeddings": false,
+  "torch_dtype": "float16",
+  "transformers_version": "4.36.1",
+  "use_cache": false,
+  "vocab_size": 32002
+}

generation_config.json

@@ -0,0 +1,6 @@
+{
+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "eos_token_id": 32000,
+  "transformers_version": "4.36.1"
+}

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