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README.md

@@ -21,35 +21,5 @@ The TinyLlama project aims to **pretrain** a **1.1B Llama model on 3 trillion to
 
 We adopted exactly the same architecture and tokenizer as Llama 2. This means TinyLlama can be plugged and played in many open-source projects built upon Llama. Besides, TinyLlama is compact with only 1.1B parameters. This compactness allows it to cater to a multitude of applications demanding a restricted computation and memory footprint.
 
-#### This Model
-This is an intermediate checkpoint with 240K steps and 503B tokens. **We suggest you not use this directly for inference.** The [chat model](https://huggingface.co/PY007/TinyLlama-1.1B-Chat-v0.1) is always preferred **
-
-
-#### How to use
-You will need the transformers>=4.31
-Do check the [TinyLlama](https://github.com/jzhang38/TinyLlama) github page for more information.
-```
-from transformers import AutoTokenizer
-import transformers 
-import torch
-model = "PY007/TinyLlama-1.1B-intermediate-step-240k-503b"
-tokenizer = AutoTokenizer.from_pretrained(model)
-pipeline = transformers.pipeline(
-    "text-generation",
-    model=model,
-    torch_dtype=torch.float16,
-    device_map="auto",
-)
-
-sequences = pipeline(
-    'The TinyLlama project aims to pretrain a 1.1B Llama model on 3 trillion tokens. With some proper optimization, we can achieve this within a span of "just" 90 days using 16 A100-40G GPUs 🚀🚀. The training has started on 2023-09-01.',
-    do_sample=True,
-    top_k=10,
-    num_return_sequences=1,
-    repetition_penalty=1.5,
-    eos_token_id=tokenizer.eos_token_id,
-    max_length=500,
-)
-for seq in sequences:
-    print(f"Result: {seq['generated_text']}")
-```
+#### This Collection
+This collection contains all checkpoints after the 1T fix. Branch name indicates the step and number of tokens seen.

gitattributes

@@ -33,4 +33,3 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
-TinyLlama_logo.png filter=lfs diff=lfs merge=lfs -text

output.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
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-size 669665464
+oid sha256:812894c86a7f93c9f60d229dbd346a8111c0424fdd143ebba299d2c3d73c2de9
+size 669711964