Quant for 4.0

README.md

@@ -19,6 +19,7 @@ prompt_template: '<|im_start|>system
   <|im_start|>assistant
 
   '
+quantized_by: TheBloke
 tags:
 - code
 - instruct
@@ -33,31 +34,22 @@ tags:
 
 ![training loss](https://cdn-uploads.huggingface.co/production/uploads/63ba46aa0a9866b28cb19a14/EYUTlcPFz-2nXzNj5_gsW.png)
 quantized_by: bartowski
-pipeline_tag: text-generation
 ---
 
-## Exllama v2 Quantizations of zephyr_7b_norobots
+# Exllama v2 Quantizations of zephyr_7b_norobots at 4.0 bits per weight
 
 Using <a href="https://github.com/turboderp/exllamav2/releases/tag/v0.0.8">turboderp's ExLlamaV2 v0.0.8</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 wikitext-103-raw-v1-test.parquet as 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/TheBloke/zephyr_7b_norobots-fp16
- 
-<a href="https://huggingface.co/bartowski/zephyr_7b_norobots-exl2/tree/6_0">6.0 bits per weight</a>
- 
-<a href="https://huggingface.co/bartowski/zephyr_7b_norobots-exl2/tree/8_0">8.0 bits per weight</a>
 
 ## Download instructions
 
 With git:
 
 ```shell
-git clone --single-branch --branch 4_0 https://huggingface.co/bartowski/zephyr_7b_norobots-exl2
+git clone --single-branch --branch 4.0 https://huggingface.co/bartowski/zephyr_7b_norobots-exl2
 ```
 
 With huggingface hub (credit to TheBloke for instructions):
@@ -66,13 +58,6 @@ 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 `zephyr_7b_norobots-exl2`:
-
-```shell
-mkdir zephyr_7b_norobots-exl2
-huggingface-cli download bartowski/zephyr_7b_norobots-exl2 --local-dir zephyr_7b_norobots-exl2 --local-dir-use-symlinks False
-```
-
 To download from a different branch, add the `--revision` parameter:
 
 ```shell

config.json

@@ -0,0 +1,27 @@
+{
+    "_name_or_path": "HuggingFaceH4/zephyr-7b-alpha",
+    "architectures": [
+        "MistralForCausalLM"
+    ],
+    "bos_token_id": 1,
+    "eos_token_id": 2,
+    "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,
+    "pad_token_id": 2,
+    "rms_norm_eps": 1e-05,
+    "rope_theta": 10000.0,
+    "sliding_window": 4096,
+    "tie_word_embeddings": false,
+    "torch_dtype": "bfloat16",
+    "transformers_version": "4.35.2",
+    "use_cache": true,
+    "vocab_size": 32000,
+    "pretraining_tp": 1
+}

generation_config.json

@@ -0,0 +1,6 @@
+{
+  "_from_model_config": true,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "transformers_version": "4.35.2"
+}

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