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-MIT License
-
-Copyright (c) 2023 DeepSeek
-
-Permission is hereby granted, free of charge, to any person obtaining a copy
-of this software and associated documentation files (the "Software"), to deal
-in the Software without restriction, including without limitation the rights
-to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
-copies of the Software, and to permit persons to whom the Software is
-furnished to do so, subject to the following conditions:
-
-The above copyright notice and this permission notice shall be included in all
-copies or substantial portions of the Software.
-
-THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
-IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
-FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
-AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
-LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
-OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
-SOFTWARE.
\ No newline at end of file
diff --git a/README.md b/README.md
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----
-base_model: deepseek-ai/DeepSeek-R1-Distill-Llama-70B
-license: mit
-pipeline_tag: text-generation
-library_name: furiosa-llm
-tags:
- - furiosa-ai
----
-# Model Overview
-- **Model Architecture:** Meta-Llama-3
- - **Input:** Text
- - **Output:** Text
-- **Model Optimizations:**
-- **Context Length:** 32k tokens
- - Maximum Prompt Length: 32768 tokens
- - Maximum Generation Length: 32768 tokens
-- **Intended Use Cases:** Intended for commercial and non-commercial use. Same as [DeepSeek-R1-Distill-Llama-70B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Llama-70B), this models is intended for assistant-like chat.
-- **Release Date:** 07/28/2025
-- **Version:** v2025.3
-- **License(s):** [MIT License](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Llama-70B/blob/main/LICENSE)
-- **Supported Inference Engine(s):** Furiosa LLM
-- **Supported Hardware Compatibility:** FuriosaAI RNGD
-- **Preferred Operating System(s):** Linux
-- **Quantization:** No
-
-## Description:
-This model is the pre-compiled version of the [DeepSeek-R1-Distill-Llama-70B](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Llama-70B), which is an auto-regressive language model that uses an optimized transformer architecture.
-
-## Usage
-
-To run this model with [Furiosa-LLM](https://developer.furiosa.ai/latest/en/furiosa_llm/intro.html), follow the example command below after [installing Furiosa-LLM and its prerequisites](https://developer.furiosa.ai/latest/en/getting_started/furiosa_llm.html#installing-furiosa-llm).
-
-```sh
-furiosa-llm serve furiosa-ai/DeepSeek-R1-Distill-Llama-70B \
- --enable-reasoning --reasoning-parser deepseek_r1
-```
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-{
- "_name_or_path": "deepseek-ai/DeepSeek-R1-Distill-Llama-70B",
- "architectures": [
- "LlamaForCausalLM"
- ],
- "attention_bias": false,
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- 128009
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- "rope_type": "llama3"
- },
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- "mlp_bias": false,
- "model_type": "llama",
- "num_attention_heads": 64,
- "num_hidden_layers": 80,
- "num_key_value_heads": 8,
- "pretraining_tp": 1,
- "rms_norm_eps": 1e-05,
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- "tie_word_embeddings": false,
- "torch_dtype": "bfloat16",
- "transformers_version": "4.48.1",
- "use_cache": true,
- "vocab_size": 128256
-}
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-{
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- "ARTIFACT"
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- },
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- "git_hash": "834ab6188",
- "build_time": "2025-07-30T04:27:48Z"
- },
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- "git_hash": null,
- "build_time": null
- }
- }
-}
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-{
- "add_bos_token": true,
- "add_eos_token": false,
- "add_prefix_space": null,
- "added_tokens_decoder": {
- "128000": {
- "content": "<｜begin▁of▁sentence｜>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128001": {
- "content": "<｜end▁of▁sentence｜>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128002": {
- "content": "<|reserved_special_token_0|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128003": {
- "content": "<|reserved_special_token_1|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128004": {
- "content": "<|finetune_right_pad_id|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128005": {
- "content": "<|reserved_special_token_2|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128006": {
- "content": "<|start_header_id|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128007": {
- "content": "<|end_header_id|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128008": {
- "content": "<|eom_id|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128009": {
- "content": "<|eot_id|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128010": {
- "content": "<|python_tag|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128011": {
- "content": "<｜User｜>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": false
- },
- "128012": {
- "content": "<｜Assistant｜>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": false
- },
- "128013": {
- "content": "",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": false
- },
- "128014": {
- "content": "",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": false
- },
- "128015": {
- "content": "<｜▁pad▁｜>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128016": {
- "content": "<|reserved_special_token_8|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128017": {
- "content": "<|reserved_special_token_9|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128018": {
- "content": "<|reserved_special_token_10|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128019": {
- "content": "<|reserved_special_token_11|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128020": {
- "content": "<|reserved_special_token_12|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128021": {
- "content": "<|reserved_special_token_13|>",
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- "normalized": false,
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- "single_word": false,
- "special": true
- },
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- "content": "<|reserved_special_token_14|>",
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- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128023": {
- "content": "<|reserved_special_token_15|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128024": {
- "content": "<|reserved_special_token_16|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
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- "content": "<|reserved_special_token_17|>",
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- "single_word": false,
- "special": true
- },
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- "content": "<|reserved_special_token_18|>",
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- "normalized": false,
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- "single_word": false,
- "special": true
- },
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- "normalized": false,
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- "single_word": false,
- "special": true
- },
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- "content": "<|reserved_special_token_20|>",
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- "special": true
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- "special": true
- },
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- "single_word": false,
- "special": true
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- "content": "<|reserved_special_token_27|>",
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- "special": true
- },
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- "special": true
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- "single_word": false,
- "special": true
- },
- "128038": {
- "content": "<|reserved_special_token_30|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128039": {
- "content": "<|reserved_special_token_31|>",
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- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128040": {
- "content": "<|reserved_special_token_32|>",
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- "single_word": false,
- "special": true
- },
- "128041": {
- "content": "<|reserved_special_token_33|>",
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- "single_word": false,
- "special": true
- },
- "128042": {
- "content": "<|reserved_special_token_34|>",
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- "single_word": false,
- "special": true
- },
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- "content": "<|reserved_special_token_35|>",
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- "special": true
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- "content": "<|reserved_special_token_36|>",
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- "special": true
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- "content": "<|reserved_special_token_37|>",
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- "special": true
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- "content": "<|reserved_special_token_41|>",
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- "special": true
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- "content": "<|reserved_special_token_42|>",
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- "special": true
- },
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- "content": "<|reserved_special_token_48|>",
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- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128223": {
- "content": "<|reserved_special_token_215|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128224": {
- "content": "<|reserved_special_token_216|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128225": {
- "content": "<|reserved_special_token_217|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128226": {
- "content": "<|reserved_special_token_218|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128227": {
- "content": "<|reserved_special_token_219|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128228": {
- "content": "<|reserved_special_token_220|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128229": {
- "content": "<|reserved_special_token_221|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128230": {
- "content": "<|reserved_special_token_222|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128231": {
- "content": "<|reserved_special_token_223|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128232": {
- "content": "<|reserved_special_token_224|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128233": {
- "content": "<|reserved_special_token_225|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128234": {
- "content": "<|reserved_special_token_226|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128235": {
- "content": "<|reserved_special_token_227|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128236": {
- "content": "<|reserved_special_token_228|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128237": {
- "content": "<|reserved_special_token_229|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128238": {
- "content": "<|reserved_special_token_230|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128239": {
- "content": "<|reserved_special_token_231|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128240": {
- "content": "<|reserved_special_token_232|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128241": {
- "content": "<|reserved_special_token_233|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128242": {
- "content": "<|reserved_special_token_234|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128243": {
- "content": "<|reserved_special_token_235|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128244": {
- "content": "<|reserved_special_token_236|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128245": {
- "content": "<|reserved_special_token_237|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128246": {
- "content": "<|reserved_special_token_238|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128247": {
- "content": "<|reserved_special_token_239|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128248": {
- "content": "<|reserved_special_token_240|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128249": {
- "content": "<|reserved_special_token_241|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128250": {
- "content": "<|reserved_special_token_242|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128251": {
- "content": "<|reserved_special_token_243|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128252": {
- "content": "<|reserved_special_token_244|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128253": {
- "content": "<|reserved_special_token_245|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128254": {
- "content": "<|reserved_special_token_246|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- },
- "128255": {
- "content": "<|reserved_special_token_247|>",
- "lstrip": false,
- "normalized": false,
- "rstrip": false,
- "single_word": false,
- "special": true
- }
- },
- "bos_token": "<｜begin▁of▁sentence｜>",
- "chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% set ns = namespace(is_first=false, is_tool=false, is_output_first=true, system_prompt='') %}{%- for message in messages %}{%- if message['role'] == 'system' %}{% set ns.system_prompt = message['content'] %}{%- endif %}{%- endfor %}{{bos_token}}{{ns.system_prompt}}{%- for message in messages %}{%- if message['role'] == 'user' %}{%- set ns.is_tool = false -%}{{'<｜User｜>' + message['content']}}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is none %}{%- set ns.is_tool = false -%}{%- for tool in message['tool_calls']%}{%- if not ns.is_first %}{{'<｜Assistant｜><｜tool▁calls▁begin｜><｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<｜tool▁call▁end｜>'}}{%- set ns.is_first = true -%}{%- else %}{{'\\n' + '<｜tool▁call▁begin｜>' + tool['type'] + '<｜tool▁sep｜>' + tool['function']['name'] + '\\n' + '```json' + '\\n' + tool['function']['arguments'] + '\\n' + '```' + '<｜tool▁call▁end｜>'}}{{'<｜tool▁calls▁end｜><｜end▁of▁sentence｜>'}}{%- endif %}{%- endfor %}{%- endif %}{%- if message['role'] == 'assistant' and message['content'] is not none %}{%- if ns.is_tool %}{{'<｜tool▁outputs▁end｜>' + message['content'] + '<｜end▁of▁sentence｜>'}}{%- set ns.is_tool = false -%}{%- else %}{% set content = message['content'] %}{% if '' in content %}{% set content = content.split('')[-1] %}{% endif %}{{'<｜Assistant｜>' + content + '<｜end▁of▁sentence｜>'}}{%- endif %}{%- endif %}{%- if message['role'] == 'tool' %}{%- set ns.is_tool = true -%}{%- if ns.is_output_first %}{{'<｜tool▁outputs▁begin｜><｜tool▁output▁begin｜>' + message['content'] + '<｜tool▁output▁end｜>'}}{%- set ns.is_output_first = false %}{%- else %}{{'\\n<｜tool▁output▁begin｜>' + message['content'] + '<｜tool▁output▁end｜>'}}{%- endif %}{%- endif %}{%- endfor -%}{% if ns.is_tool %}{{'<｜tool▁outputs▁end｜>'}}{% endif %}{% if add_generation_prompt and not ns.is_tool %}{{'<｜Assistant｜>\\n'}}{% endif %}",
- "clean_up_tokenization_spaces": false,
- "eos_token": "<｜end▁of▁sentence｜>",
- "extra_special_tokens": {},
- "legacy": true,
- "model_max_length": 16384,
- "pad_token": "<｜end▁of▁sentence｜>",
- "padding_side": "left",
- "sp_model_kwargs": {},
- "tokenizer_class": "LlamaTokenizer",
- "unk_token": null,
- "use_default_system_prompt": false
-}