Text Generation
Transformers
Safetensors
Turkish
qwen3
turkish
türkçe
continued-pretraining
turkish-llm
türkçe-dil-modeli
conversational
Eval Results (legacy)
text-generation-inference
Instructions to use ecloudtech/Erk-32B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use ecloudtech/Erk-32B with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="ecloudtech/Erk-32B") messages = [ {"role": "user", "content": "Who are you?"}, ] pipe(messages)# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForCausalLM tokenizer = AutoTokenizer.from_pretrained("ecloudtech/Erk-32B") model = AutoModelForCausalLM.from_pretrained("ecloudtech/Erk-32B", device_map="auto") messages = [ {"role": "user", "content": "Who are you?"}, ] inputs = tokenizer.apply_chat_template( messages, add_generation_prompt=True, tokenize=True, return_dict=True, return_tensors="pt", ).to(model.device) outputs = model.generate(**inputs, max_new_tokens=256) print(tokenizer.decode(outputs[0][inputs["input_ids"].shape[-1]:])) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use ecloudtech/Erk-32B with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "ecloudtech/Erk-32B" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "ecloudtech/Erk-32B", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/ecloudtech/Erk-32B
- SGLang
How to use ecloudtech/Erk-32B with SGLang:
Install from pip and serve model
# Install SGLang from pip: pip install sglang # Start the SGLang server: python3 -m sglang.launch_server \ --model-path "ecloudtech/Erk-32B" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "ecloudtech/Erk-32B", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker images
docker run --gpus all \ --shm-size 32g \ -p 30000:30000 \ -v ~/.cache/huggingface:/root/.cache/huggingface \ --env "HF_TOKEN=<secret>" \ --ipc=host \ lmsysorg/sglang:latest \ python3 -m sglang.launch_server \ --model-path "ecloudtech/Erk-32B" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "ecloudtech/Erk-32B", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }' - Docker Model Runner
How to use ecloudtech/Erk-32B with Docker Model Runner:
docker model run hf.co/ecloudtech/Erk-32B
Erk-32B v2 (main): agirliklar + sablon
Browse files- model-00001-of-00014.safetensors → model-00001-of-00002.safetensors +2 -2
- model-00002-of-00014.safetensors → model-00002-of-00002.safetensors +2 -2
- model-00003-of-00014.safetensors +0 -3
- model-00004-of-00014.safetensors +0 -3
- model-00005-of-00014.safetensors +0 -3
- model-00006-of-00014.safetensors +0 -3
- model-00007-of-00014.safetensors +0 -3
- model-00008-of-00014.safetensors +0 -3
- model-00009-of-00014.safetensors +0 -3
- model-00010-of-00014.safetensors +0 -3
- model-00011-of-00014.safetensors +0 -3
- model-00012-of-00014.safetensors +0 -3
- model-00013-of-00014.safetensors +0 -3
- model-00014-of-00014.safetensors +0 -3
- model.safetensors.index.json +0 -0
- tokenizer_config.json +3 -2
model-00001-of-00014.safetensors → model-00001-of-00002.safetensors
RENAMED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1de83e1751c767f95a3af929fdee84c1eca61f2ddf27d6fb72bf0aeff19b9617
|
| 3 |
+
size 49921162112
|
model-00002-of-00014.safetensors → model-00002-of-00002.safetensors
RENAMED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7de70c7c2c3fa717e55eb8625c7ab576ca91b9c318368d70006ef0c57b561733
|
| 3 |
+
size 15603167272
|
model-00003-of-00014.safetensors
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:20e33e2de36fa09ed49bd7bae07288b67fe0e6178b1149024486ea0a2d02aa62
|
| 3 |
-
size 4875989704
|
|
|
|
|
|
|
|
|
|
|
|
model-00004-of-00014.safetensors
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:aeb49c301eaa23aad59c8f56b1f3c0b5f25fa82d5482798273845babeac3588b
|
| 3 |
-
size 4875989744
|
|
|
|
|
|
|
|
|
|
|
|
model-00005-of-00014.safetensors
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:3eff4ea8a99a771500b9e1367c21cc2e980927d3511bb7ccd706e8ced7f5e858
|
| 3 |
-
size 4875989744
|
|
|
|
|
|
|
|
|
|
|
|
model-00006-of-00014.safetensors
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:490754b7f4db3920375a1bdc54de14c5ca65d093d13834aeef0bd625de3b9c48
|
| 3 |
-
size 4875989744
|
|
|
|
|
|
|
|
|
|
|
|
model-00007-of-00014.safetensors
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:e38d816066d43c3b56a5135d7d94ae9be33fa6a764d2c3672dfd14ed793a0e7b
|
| 3 |
-
size 4875989744
|
|
|
|
|
|
|
|
|
|
|
|
model-00008-of-00014.safetensors
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:0b809de8cbbe36f40a45948d23fd81c7253a083479ecea87e3bd808bde8d10ae
|
| 3 |
-
size 4875989744
|
|
|
|
|
|
|
|
|
|
|
|
model-00009-of-00014.safetensors
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:dc778d0caa84383b5a6d514e8dc4227f416325fe26040bf49dc4d433e6903e32
|
| 3 |
-
size 4875989744
|
|
|
|
|
|
|
|
|
|
|
|
model-00010-of-00014.safetensors
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:aa129d8593abd6c21c7a4b007011603f46139799c7637e29e60165380c332fb8
|
| 3 |
-
size 4875989744
|
|
|
|
|
|
|
|
|
|
|
|
model-00011-of-00014.safetensors
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:7e7448ed019cba6fbb9407f9eae213bf9f3293e57bc709445c6460406b9fbb4c
|
| 3 |
-
size 4875989744
|
|
|
|
|
|
|
|
|
|
|
|
model-00012-of-00014.safetensors
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:9e13ca259163a143fc96c359ec15180db429bb5eca159d247f072affcb24cf42
|
| 3 |
-
size 4875989744
|
|
|
|
|
|
|
|
|
|
|
|
model-00013-of-00014.safetensors
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:d506775bb7689f73c70f1dddfa9381f335a86797935da744d80b461b1d110bbc
|
| 3 |
-
size 4875989744
|
|
|
|
|
|
|
|
|
|
|
|
model-00014-of-00014.safetensors
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:0598266b929e5fe050b5499a459a5a662366dc462d84e138bc8564ce6b424411
|
| 3 |
-
size 1950395888
|
|
|
|
|
|
|
|
|
|
|
|
model.safetensors.index.json
CHANGED
|
The diff for this file is too large to render.
See raw diff
|
|
|
tokenizer_config.json
CHANGED
|
@@ -26,5 +26,6 @@
|
|
| 26 |
"pad_token": "<|endoftext|>",
|
| 27 |
"split_special_tokens": false,
|
| 28 |
"tokenizer_class": "Qwen2Tokenizer",
|
| 29 |
-
"unk_token": null
|
| 30 |
-
}
|
|
|
|
|
|
| 26 |
"pad_token": "<|endoftext|>",
|
| 27 |
"split_special_tokens": false,
|
| 28 |
"tokenizer_class": "Qwen2Tokenizer",
|
| 29 |
+
"unk_token": null,
|
| 30 |
+
"chat_template": "{#- erk-varsayilan-sistem -#}\n{%- if tools %}\n {{- '<|im_start|>system\\n' }}\n {%- if messages[0].role == 'system' %}\n {{- messages[0].content + '\\n\\n' }}\n {%- else %}\n {{- 'Sen Erk-32B\\'sin: eCloud Tech. tarafından, açık kaynaklı Qwen3-32B temel modeli üzerine Türkçe devam-eğitimi ve talimat ayarıyla geliştirilmiş 32 milyar parametreli bir Türkçe dil modelisin. Kimliğin, seni kimin geliştirdiği ya da temel modelin sorulduğunda bunu açıkça söyle; başka bir şirketin modeli olduğunu asla iddia etme.' + '\\n\\n' }}\n {%- endif %}\n {{- \"# Tools\\n\\nYou may call one or more functions to assist with the user query.\\n\\nYou are provided with function signatures within <tools></tools> XML tags:\\n<tools>\" }}\n {%- for tool in tools %}\n {{- \"\\n\" }}\n {{- tool | tojson }}\n {%- endfor %}\n {{- \"\\n</tools>\\n\\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\\n<tool_call>\\n{\\\"name\\\": <function-name>, \\\"arguments\\\": <args-json-object>}\\n</tool_call><|im_end|>\\n\" }}\n{%- else %}\n {%- if messages[0].role == 'system' %}\n {{- '<|im_start|>system\\n' + messages[0].content + '<|im_end|>\\n' }}\n {%- else %}\n {{- '<|im_start|>system\\n' + 'Sen Erk-32B\\'sin: eCloud Tech. tarafından, açık kaynaklı Qwen3-32B temel modeli üzerine Türkçe devam-eğitimi ve talimat ayarıyla geliştirilmiş 32 milyar parametreli bir Türkçe dil modelisin. Kimliğin, seni kimin geliştirdiği ya da temel modelin sorulduğunda bunu açıkça söyle; başka bir şirketin modeli olduğunu asla iddia etme.' + '<|im_end|>\\n' }}\n {%- endif %}\n{%- endif %}\n{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}\n{%- for message in messages[::-1] %}\n {%- set index = (messages|length - 1) - loop.index0 %}\n {%- if ns.multi_step_tool and message.role == \"user\" and message.content is string and not(message.content.startswith('<tool_response>') and message.content.endswith('</tool_response>')) %}\n {%- set ns.multi_step_tool = false %}\n {%- set ns.last_query_index = index %}\n {%- endif %}\n{%- endfor %}\n{%- for message in messages %}\n {%- if message.content is string %}\n {%- set content = message.content %}\n {%- else %}\n {%- set content = '' %}\n {%- endif %}\n {%- if (message.role == \"user\") or (message.role == \"system\" and not loop.first) %}\n {{- '<|im_start|>' + message.role + '\\n' + content + '<|im_end|>' + '\\n' }}\n {%- elif message.role == \"assistant\" %}\n {%- set reasoning_content = '' %}\n {%- if message.reasoning_content is string %}\n {%- set reasoning_content = message.reasoning_content %}\n {%- else %}\n {%- if '</think>' in content %}\n {%- set reasoning_content = content.split('</think>')[0].rstrip('\\n').split('<think>')[-1].lstrip('\\n') %}\n {%- set content = content.split('</think>')[-1].lstrip('\\n') %}\n {%- endif %}\n {%- endif %}\n {%- if loop.index0 > ns.last_query_index %}\n {%- if loop.last or (not loop.last and reasoning_content) %}\n {{- '<|im_start|>' + message.role + '\\n<think>\\n' + reasoning_content.strip('\\n') + '\\n</think>\\n\\n' + content.lstrip('\\n') }}\n {%- else %}\n {{- '<|im_start|>' + message.role + '\\n' + content }}\n {%- endif %}\n {%- else %}\n {{- '<|im_start|>' + message.role + '\\n' + content }}\n {%- endif %}\n {%- if message.tool_calls %}\n {%- for tool_call in message.tool_calls %}\n {%- if (loop.first and content) or (not loop.first) %}\n {{- '\\n' }}\n {%- endif %}\n {%- if tool_call.function %}\n {%- set tool_call = tool_call.function %}\n {%- endif %}\n {{- '<tool_call>\\n{\"name\": \"' }}\n {{- tool_call.name }}\n {{- '\", \"arguments\": ' }}\n {%- if tool_call.arguments is string %}\n {{- tool_call.arguments }}\n {%- else %}\n {{- tool_call.arguments | tojson }}\n {%- endif %}\n {{- '}\\n</tool_call>' }}\n {%- endfor %}\n {%- endif %}\n {{- '<|im_end|>\\n' }}\n {%- elif message.role == \"tool\" %}\n {%- if loop.first or (messages[loop.index0 - 1].role != \"tool\") %}\n {{- '<|im_start|>user' }}\n {%- endif %}\n {{- '\\n<tool_response>\\n' }}\n {{- content }}\n {{- '\\n</tool_response>' }}\n {%- if loop.last or (messages[loop.index0 + 1].role != \"tool\") %}\n {{- '<|im_end|>\\n' }}\n {%- endif %}\n {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n {{- '<|im_start|>assistant\\n' }}\n {%- if enable_thinking is defined and enable_thinking is false %}\n {{- '<think>\\n\\n</think>\\n\\n' }}\n {%- endif %}\n{%- endif %}"
|
| 31 |
+
}
|